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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

click to expand

All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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30,738 comments · Page 532 of 1230
Every immigrant I see is always on the phone even while driving
Every immigrant I see is always on the phone even while driving
Identity Attack0.28622448
Insult0.0777699
Profanity0.048425674
Threat0.008815889
Severe Toxicity0.00793457
Low Tox 0.26104406 Moderate Con 0.343 Unverified_Claim
Feb 7, 2026 Inside Canada's Indian Invasion...
SSers 😂
SSers 😂
Identity Attack0.024600167
Insult0.11797678
Profanity0.30690086
Threat0.010343489
Severe Toxicity0.02296847
Low Tox 0.26104406 Moderate Con 0.37
Jan 27, 2026 Inside Canada's Indian Invasion...
2:06 Assimilate? To native indian costumes?😂
2:06 Assimilate? To native indian costumes?😂
Identity Attack0.27991617
Insult0.06669625
Profanity0.08904689
Threat0.011275585
Severe Toxicity0.014447021
Low Tox 0.26104406 Low Con 0.252 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
When you beat someone make sure you leave no witnesses!
When you beat someone make sure you leave no witnesses!
Identity Attack0.0058086636
Insult0.024768941
Profanity0.025497584
Threat0.39416263
Severe Toxicity0.011978149
Low Tox 0.26104406 Low Con 0.185 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
This seems like far to important a subject for global to be covering, must be a slow fluff news day, no rabbits with its head caught in a fence?
This seems like far to important a subject for global to be covering, must be a slow fluff news day, no rabbits with its head caught in a fence?
Identity Attack0.010433395
Insult0.16831873
Profanity0.051431753
Threat0.13127698
Severe Toxicity0.0074768066
Low Tox 0.26104406 Low Con 0.142 Meta_Commentary
Feb 19, 2026 Canadian immigration officers investigating hundreds …
I AM INDIAN CITIIENN, COME FROM JALANDHARR ARRGHHHH ARRRRGGGHHHHHHHH
I AM INDIAN CITIIENN, COME FROM JALANDHARR ARRGHHHH ARRRRGGGHHHHHHHH
Identity Attack0.13377325
Insult0.076502606
Profanity0.14402086
Threat0.03718498
Severe Toxicity0.023076924
Low Tox 0.26104406 Low Con 0.246
Jan 27, 2026 Inside Canada's Indian Invasion...
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian …
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? "Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.29188538
Insult0.071750276
Profanity0.043916557
Threat0.008453408
Severe Toxicity0.008010864
Low Tox 0.26104406 Constructive 0.633 Question
Feb 15, 2026 Inside Canada's Indian Metropolis (Brampton)
😂😂😂 💩 jeets
😂😂😂 💩 jeets
Identity Attack0.020078164
Insult0.24287975
Profanity0.30690086
Threat0.007883795
Severe Toxicity0.023076924
Low Tox 0.26104406 Moderate Con 0.334 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
None compliant should be subject for removal. And all international students shouldn't be allowed for asylum.
None compliant should be subject for removal. And all international students shouldn't be allowed for asylum.
Identity Attack0.27701542
Insult0.059061307
Profanity0.022149978
Threat0.13815513
Severe Toxicity0.01302678
Low Tox 0.26104406 Low Con 0.239 Policy_Critique
Sep 27, 2025 25 likes IRCC Names India in Study …
Canada has been destroyed by mass immigration. And refusal to intergrate into what used to be the Canadian culture......
Canada has been destroyed by mass immigration. And refusal to intergrate into what used to be the Canadian culture......
Identity Attack0.2783691
Insult0.0836065
Profanity0.015249812
Threat0.01254427
Severe Toxicity0.007133484
Low Tox 0.26104406 Low Con 0.292 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
@mikenewbold1699 Mike tell me one thing do you help your siblings hard time in there life do u take care your parents when there old nah right do u help your poor relatives do something …
@mikenewbold1699 Mike tell me one thing do you help your siblings hard time in there life do u take care your parents when there old nah right do u help your poor relatives do something change there life do you give away money every month to help homeless people no body sleep empty stomach we re far from homeland we love our homeland butt canada is now our homeland because we work live here pay taxes helping Canada to grow to we re Indian we know India is not clean like Canada butt our roots family value culture value is more clean then spring water 💦 life is not all racism talking shett about other people check the facts population of Indian lives in Canada 99.9 working paying tax check canadian born status working class Canadian don’t talk shett still god bless you
Identity Attack0.18235919
Insult0.1711343
Profanity0.10054382
Threat0.0082074385
Severe Toxicity0.013866014
Low Tox 0.26104406 Constructive 0.648 Moral_Argument
Feb 10, 2026 Inside Canada's Indian Invasion...
The problem is the inclusive nature of western countries, you go to Muslim countries like Saudi or UAE they is no exception for Hindus or Christian’s all have to abide by the Muslims ways you …
The problem is the inclusive nature of western countries, you go to Muslim countries like Saudi or UAE they is no exception for Hindus or Christian’s all have to abide by the Muslims ways you can’t walk around Riyadh in a mini skirt , you go to India in the majority Hindu states like Haryana no beef is eaten they is no exceptions yet in Canada , Uk and Us they include these religions they allow them to implement thier religious laws in thier communities which good for them but not for the people the found there , which creates tension as laws and beliefs clash Canada, uk , us need to establish that they Christian nations and not be so inclusive only give them thier spaces to worship thier god or gods but they should never impose thier laws on the general public, and they need to make it a necessity for all immigrants to learn about the countries culture, language and laws and make it clear they have to abide by these laws
Identity Attack0.33675182
Insult0.1087965
Profanity0.03715288
Threat0.008893564
Severe Toxicity0.009841919
Low Tox 0.26104406 Constructive 0.589
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
Rempel needs to go on a diet
Rempel needs to go on a diet
Identity Attack0.06340405
Insult0.10587067
Profanity0.064458095
Threat0.03304107
Severe Toxicity0.010910034
Low Tox 0.26104406 Low Con 0.203 Meta_Commentary
Feb 24, 2026 1 likes 'We do know that there's …
I ran a business in Canada for 30+ years before retiring. An East Indian never bounced a cheque on me and they always paid on time. It was white people that bounced cheques and tried …
I ran a business in Canada for 30+ years before retiring. An East Indian never bounced a cheque on me and they always paid on time. It was white people that bounced cheques and tried not to pay their invoices.
Identity Attack0.35624164
Insult0.06722072
Profanity0.024267852
Threat0.0076119336
Severe Toxicity0.0062942505
Low Tox 0.26104406 Constructive 0.644
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
When local college graduate 10000 graduated students then They bring 10000 temporary workers for the same field , Crazy the citizens whom graduated have no job and face disadvantage crisis for paying their student loan …
When local college graduate 10000 graduated students then They bring 10000 temporary workers for the same field , Crazy the citizens whom graduated have no job and face disadvantage crisis for paying their student loan ,Omg But those temporary get hired instantly becuse they have full support from government but sadly the citizens who graduated local college zero support plus they get rejected instantly lol. And we still paying the temporary workers salary with student loan, Please check Non profit rmployment around the country Calgary tempore worker have more full time job than locsl citizens in Non profit sector working as social services center. Check the ratio of employment between citizens and temporary Visa holder ,crszy check the result STILL COMMUNITY SUPPORT WORKERS WITH STUDENT LOAN HAVE NO JOB BECAUSE OF BUT MUST PAY STUDENT LOAN ...
Identity Attack0.01374736
Insult0.24630153
Profanity0.08096472
Threat0.008246276
Severe Toxicity0.005607605
Low Tox 0.26104406 Constructive 0.784 Economic_Argument
Feb 24, 2026 'We do know that there's …
Your political parties support Khalistani terrorists for votes, Khalistanis bombed a Air India flight with 90% Canadian citizens (Trudeau's father was PM then), still your state supported Khalistanis. Now Khalistanis has sizable votes in elections …
Your political parties support Khalistani terrorists for votes, Khalistanis bombed a Air India flight with 90% Canadian citizens (Trudeau's father was PM then), still your state supported Khalistanis. Now Khalistanis has sizable votes in elections and your political parties have fallen to "Vote bank politics" as in case of UK. Democracy's flaw catching up in Canada. I am sure these things will not be fixed
Identity Attack0.27510223
Insult0.1469393
Profanity0.020646973
Threat0.021472665
Severe Toxicity0.00831604
Low Tox 0.26104406 Constructive 0.612 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
On parle des indiens mais on se moque des africains
On parle des indiens mais on se moque des africains
Identity Attack0.28034934
Insult0.24928534
Profanity0.04792466
Threat0.0068028234
Severe Toxicity0.023076924
Low Tox 0.26104406 Low Con 0.207 Identity_Assertion
Feb 24, 2026 Inside Canada's Indian Invasion...
open human smuggling with a IG to conduct business lol lovely
open human smuggling with a IG to conduct business lol lovely
Identity Attack0.018269362
Insult0.08459369
Profanity0.097129054
Threat0.030623792
Severe Toxicity0.011444092
Low Tox 0.26104406 Low Con 0.195
Jan 27, 2026 Inside Canada's Indian Invasion...
All Tim Hortons is all Indians 😂
All Tim Hortons is all Indians 😂
Identity Attack0.28034934
Insult0.08459369
Profanity0.08193458
Threat0.008919456
Severe Toxicity0.012435913
Low Tox 0.26104406 Low Con 0.243 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
There are A LOT of Indian nationals here working jobs they have no business working. Why?…bc they’ve made fraudulent claims of education. Often paying for fake certifications from India. This isn’t a rumour.
There are A LOT of Indian nationals here working jobs they have no business working. Why?…bc they’ve made fraudulent claims of education. Often paying for fake certifications from India. This isn’t a rumour.
Identity Attack0.28622448
Insult0.11464815
Profanity0.02344803
Threat0.00789674
Severe Toxicity0.006828308
Low Tox 0.26104406 Moderate Con 0.394
Oct 2, 2025 3 likes IRCC Names India in Study …
The common street interviews of people who have never thought about anything but their own small world. No insight racist intention video.
The common street interviews of people who have never thought about anything but their own small world. No insight racist intention video.
Identity Attack0.10221587
Insult0.16839184
Profanity0.021740068
Threat0.0074436385
Severe Toxicity0.0051116943
Low Tox 0.26104406 Low Con 0.132
Jan 11, 2026 Inside Canada's Indian Metropolis (Brampton)
Hanuman converted to Buddhism. Indians don't like this fact.
Hanuman converted to Buddhism. Indians don't like this fact.
Identity Attack0.32768643
Insult0.06564732
Profanity0.072882555
Threat0.009696201
Severe Toxicity0.009841919
Low Tox 0.26104406 Low Con 0.26 Unverified_Claim
Feb 3, 2026 Inside Canada's Indian Invasion...
Ban immigration to zero
Ban immigration to zero
Identity Attack0.27875587
Insult0.04090862
Profanity0.03464781
Threat0.038220957
Severe Toxicity0.0118255615
Low Tox 0.26104406 Low Con 0.192
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
No offense but white people are europeans who stayed in canada.
No offense but white people are europeans who stayed in canada.
Identity Attack0.32476485
Insult0.06250052
Profanity0.03339528
Threat0.007197669
Severe Toxicity0.007209778
Low Tox 0.26104406 Low Con 0.249 Identity_Assertion
Jan 31, 2026 Inside Canada's Indian Metropolis (Brampton)
I worked with an african in BC . He showed me his bank account it had 90k in it . He told me it was free money and he saved it up . He told …
I worked with an african in BC . He showed me his bank account it had 90k in it . He told me it was free money and he saved it up . He told me point blank that it was amazing that my own country hated me more than a stranger . I never forgot it
Identity Attack0.2869935
Insult0.077136256
Profanity0.09389619
Threat0.0091524795
Severe Toxicity0.009994507
Low Tox 0.26104406 Constructive 0.574 Personal_Narrative
Feb 17, 2026 5 likes LILLEY UNLEASHED: The fall of …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.