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kaggle

Google Search Audit

@kaggle.thedevastator_a_large_scale_analysis_of_google_search

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Dataset from "Google’s Top Search Result? Surprise! It’s Google"

Google Search Audit

Dataset from "Google’s Top Search Result? Surprise! It’s Google"


Original source
Original Author: The Markup

About this dataset

Do you ever feel like you're stuck in a never-ending cycle of Googling things and getting lost in a sea of results? Wouldn't it be great if there was a way to see which results were the most useful before you even started clicking?

Research Ideas

  • Study SEO strategies used by different companies
  • Understand how people use Google search to find information
  • Analyze the results of Google search queries

Acknowledgements

License

> License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
> No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: adrianne-pixel-errors.csv

Column name Description
****
google
ads
non-google
amp

File: leon-pixel-errors.csv

Column name Description
****
amp
google
ads
non-google

File: 2-normalized-bar.csv

Column name Description
****
Non-Google The domain where the result was found. (String)

File: 3-distance_normalized.csv

Column name Description
category The category of the video. (String)
dist The distribution of the video. (Float)
dist_median The median of the distribution of the video. (Float)
min The minimum value of the distribution of the video. (Float)
25 The 25th percentile of the distribution of the video. (Float)
50 The 50th percentile of the distribution of the video. (Float)
75 The 75th percentile of the distribution of the video. (Float)
max The maximum value of the distribution of the video. (Float)
std The standard deviation of the distribution of the video. (Float)
sem_error The standard error of the mean of the distribution of the video. (Float)
descriptive_name The name of the video. (String)

File: 4-soup.csv

Column name Description
quantile The quantile of the search result. (Numeric)
Organic The organic search results. (Text)
AMP The AMP search results. (Text)
Google Answer The Google Answer search results. (Text)
Google Product The Google Product search results. (Text)
Ads The Ads search results. (Text)

File: 5-area-range.csv

Column name Description
****
First Screen The text of the result. (String)
Full Page The domain where the result was found. (String)

File: T1_area_freq_by_category.csv

Column name Description
****
Top of page The top result on the page. (String)
First page The first result on the page. (String)

File: Business.csv

Column name Description
****
Top of page The top result on the page. (String)
First full page The first full page of results. (String)

File: Entertainment.csv

Column name Description
****
Top of page The top result on the page. (String)
First full page The first full page of results. (String)

File: Health.csv

Column name Description
****
Top of page The top result on the page. (String)
First full page The first full page of results. (String)

File: Multiple Categories.csv

Column name Description
****
Top of page The top result on the page. (String)
First full page The first full page of results. (String)

File: Science and Tech.csv

Column name Description
****
Top of page The top result on the page. (String)
First full page The first full page of results. (String)

File: Sports.csv

Column name Description
****
Top of page The top result on the page. (String)
First full page The first full page of results. (String)

File: Top Stories.csv

Column name Description
****
Top of page The top result on the page. (String)
First full page The first full page of results. (String)

File: ads_aria_parser_results.csv

Column name Description
category The category of the video. (String)
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: ads_general_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: ads_gws_refinement_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: ads_local_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: ads_product_refinements_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: amp_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: answer_dropdown_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: button_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: category_bar_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: date_answer_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: dict_def_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: ebook_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: expand_answer_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: expanded_answer_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: featured_snippet_answer_short_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: filter_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: food_nutrition_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: fullpage_popup_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: img_reverse_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: knowledge_panel_answer_2_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: knowledge_panel_answer_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: knowledge_panel_factoids_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: knowledge_panel_title_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: link_3d_ar_model_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: link_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: links_alt_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: load_more_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: local_details_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: local_hours_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: local_map_result_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: local_menu_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: local_popular_times_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: local_qa_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: lyric_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: map_img_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: med_answer_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: movie_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: movie_showtimes_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: post_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: product_refinement_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: quote_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: rating_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: related_local_biz_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: reviews_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: rich_text_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: search_review_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: site_search_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: sport_stats_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: tab_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: tv_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: tweet_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: ugc_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: video_top_answers_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

File: watchlist_parser_results.csv

Column name Description
text The text of the search result. (String)
link The link to the search result. (String)
domain The domain where the search result was found. (String)
xpath The xpath to the search result. (String)
element_class The element class of the search result. (String)
category The category of the video. (String)
tag The tag of the search result. (String)
attrs The attributes of the search result. (String)
filename The filename of the search result. (String)

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