Datasets:

removals-space
/

reputation-benchmarks

id int64 1 20	profile stringlengths 8 23	profile_type stringclasses 5 values	reputation_risk_score int64 76 90	content_discovery_score int64 70 86	search_visibility_score int64 74 88	url_analysis_score int64 66 82	removal_feasibility_score int64 78 92	monitoring_coverage_score int64 72 88	overall_reputation_index int64 73 88	priority_action stringclasses 1 value	google_search_score int64 74 88	news_media_score int64 70 86	social_platforms_score int64 72 88	review_sites_score int64 66 82	risk_level stringclasses 3 values	notes stringlengths 19 31
1	Tech Startup Brand	business	88	82	84	78	90	84	84	URL Analysis	84	82	84	78	Low	Strong brand reputation profile
2	Corporate Executive	executive	85	78	82	74	86	80	81	URL Analysis	82	78	80	74	Low	Executive personal brand
3	E-commerce Store	business	80	74	78	70	82	76	77	URL Analysis	78	74	76	70	Medium	Review management required
4	Individual Professional	individual	82	76	80	72	84	78	79	URL Analysis	80	76	78	72	Low-Medium	Personal reputation monitoring
5	Healthcare Brand	business	90	84	86	80	92	86	86	URL Analysis	86	84	86	80	Low	Strong healthcare reputation
6	Law Firm	organization	86	80	84	76	88	82	83	URL Analysis	84	80	82	76	Low	Legal brand visibility
7	Restaurant Chain	business	76	70	74	66	78	72	73	URL Analysis	74	70	72	66	Medium	Review site management
8	Tech CEO Profile	executive	84	78	82	74	86	80	81	URL Analysis	82	78	80	74	Low-Medium	Tech leader profile
9	Financial Advisor	professional	82	76	80	72	84	78	79	URL Analysis	80	76	78	72	Low-Medium	Professional credibility
10	Real Estate Agency	business	80	74	78	70	82	76	77	URL Analysis	78	74	76	70	Medium	Local reputation management
11	Political Campaign	organization	86	82	84	78	88	84	84	URL Analysis	84	82	84	78	Low	Campaign visibility tracking
12	University Brand	organization	90	86	88	82	92	88	88	URL Analysis	88	86	88	82	Low	Strong academic reputation
13	Startup Founder	individual	82	76	80	72	84	78	79	URL Analysis	80	76	78	72	Low-Medium	Founder personal brand
14	Retail Brand	business	78	72	76	68	80	74	75	URL Analysis	76	72	74	68	Medium	Retail reputation monitoring
15	Medical Practice	organization	88	82	86	78	90	84	85	URL Analysis	86	82	86	78	Low	Healthcare professional profile
16	B2B SaaS Company	business	86	80	84	76	88	82	83	URL Analysis	84	80	82	76	Low	SaaS brand reputation
17	Celebrity Profile	individual	84	80	82	76	86	80	81	URL Analysis	82	80	80	76	Low-Medium	Public figure monitoring
18	NGO Organization	organization	88	82	86	80	90	84	85	URL Analysis	86	82	86	80	Low	Nonprofit brand reputation
19	Hotel Brand	business	80	74	78	70	82	76	77	URL Analysis	78	74	76	70	Medium	Hospitality review management
20	Digital Agency	business	86	80	84	76	88	82	83	URL Analysis	84	80	82	76	Low	Agency reputation profile

Removals Space Reputation Engine Benchmarks

Benchmark dataset of 20 digital reputation management cases with individual scores for reputation risk, content discovery, search visibility, URL analysis, removal feasibility, and monitoring coverage.

Built by Removals.Space.

Framework

Discover → Analyse → Assess → Resolve → Monitor

Dataset Description

This dataset contains benchmark data for a digital reputation management and online content analysis tool helping individuals, businesses, and digital professionals better understand and manage their online visibility.

Columns

Column	Type	Description
id	integer	Case ID
profile	string	Profile name or brand
profile_type	string	Type of profile
reputation_risk_score	integer	Reputation risk score (0-100)
content_discovery_score	integer	Content discovery score (0-100)
search_visibility_score	integer	Search visibility score (0-100)
url_analysis_score	integer	URL analysis score (0-100)
removal_feasibility_score	integer	Removal feasibility score (0-100)
monitoring_coverage_score	integer	Monitoring coverage score (0-100)
overall_reputation_index	integer	Overall reputation index (0-100)
priority_action	string	Lowest scoring signal to act on first
google_search_score	integer	Google search channel score
news_media_score	integer	News and media channel score
social_platforms_score	integer	Social platforms score
review_sites_score	integer	Review sites score
risk_level	string	Overall risk level assessment
notes	string	Case notes

Score Interpretation

Score	Status	Action
0-30	Critical	Immediate reputation intervention required
31-60	At Risk	Significant reputation risk — act now
61-80	Healthy	Monitor and maintain current strategies
81-100	Excellent	Strong reputation — continue monitoring

Usage

import pandas as pd
df = pd.read_csv("reputation_benchmarks.csv")
print(df.head())

Links

Platform	URL
Website	https://removals.space
GitHub	https://github.com/Removal-space/Removals-Space-Reputation-Engine
NPM	https://npmjs.com/package/@removals-space/reputation-engine
PyPI	https://pypi.org/project/removals-space-reputation-engine

License

MIT — Removals.Space

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