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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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Search comment text, filter by category or toxicity level
30,738 comments · Page 994 of 1230
As you can see in the comments, Canadians are not crying.
As you can see in the comments, Canadians are not crying.
Identity Attack0.019475231
Insult0.015948927
Profanity0.011526455
Threat0.0063432488
Severe Toxicity0.0010681152
Low Tox 0.03734144 Moderate Con 0.303 Meta_Commentary
Jan 1, 2026 Deportations From Canada at Their …
Lived in Mississauga, in the town nextdoor. Brampton is nicknamed "Brown Town" for that reason...
Lived in Mississauga, in the town nextdoor. Brampton is nicknamed "Brown Town" for that reason...
Identity Attack0.016159095
Insult0.01617693
Profanity0.012141321
Threat0.0069516995
Severe Toxicity0.0015830994
Low Tox 0.03734144 Constructive 0.604 Personal_Narrative
Mar 2, 2026 Inside Canada's Indian Invasion...
This guy is giving mixed messages… I just can’t see “ we don’t have the workers” to the degree he is saying
This guy is giving mixed messages… I just can’t see “ we don’t have the workers” to the degree he is saying
Identity Attack0.00310782
Insult0.01929015
Profanity0.012926984
Threat0.006084333
Severe Toxicity0.00084400177
Low Tox 0.03734144 Moderate Con 0.341 Meta_Commentary
Jan 20, 2026 3 likes Why Canada’s immigration system has …
Minneapolis.. have the samolis move to this area.. then you can get the ice to start leaving 😮
Minneapolis.. have the samolis move to this area.. then you can get the ice to start leaving 😮
Identity Attack0.006437627
Insult0.014162917
Profanity0.012517073
Threat0.008686432
Severe Toxicity0.00166893
Low Tox 0.03734144 Low Con 0.269 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
This woman should be the minister of Immigration. We need real Canadians in power positions.
This woman should be the minister of Immigration. We need real Canadians in power positions.
Identity Attack0.018269362
Insult0.015036922
Profanity0.010740792
Threat0.0067769317
Severe Toxicity0.0011777878
Low Tox 0.03734144 Moderate Con 0.336 Identity_Assertion
Feb 25, 2026 'We do know that there's …
indians are very friendly people and welcoming
indians are very friendly people and welcoming
Identity Attack0.028418748
Insult0.012870909
Profanity0.023106437
Threat0.008764107
Severe Toxicity0.0027275085
Low Tox 0.03734144 Moderate Con 0.427
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
5:26 guy was CEO of based
5:26 guy was CEO of based
Identity Attack0.00673361
Insult0.015872927
Profanity0.019758832
Threat0.0076507707
Severe Toxicity0.0019168854
Low Tox 0.03734144 Low Con 0.277 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Could you please go to Antarctica and see what's going on there?
Could you please go to Antarctica and see what's going on there?
Identity Attack0.00673361
Insult0.011768902
Profanity0.014532468
Threat0.008841781
Severe Toxicity0.0019550323
Low Tox 0.03734144 Low Con 0.289 Humor_Satire
Feb 8, 2026 Inside Canada's Indian Invasion...
Hopefully the liberal will do the same to protect Canada from illegals..
Hopefully the liberal will do the same to protect Canada from illegals..
Identity Attack0.027550245
Insult0.004986439
Profanity0.0000679917
Threat0.00052614574
Severe Toxicity0.000004861139
Low Tox 0.037299782
Dec 8, 2025 1 likes
Euwww
Euwww
Identity Attack0.001572409
Insult0.0129089095
Profanity0.14842765
Threat0.005702433
Severe Toxicity0.007019043
Low Tox 0.037105743 Moderate Con 0.479
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
ha ha ha and the owners of those say so what that means nothing to me.
ha ha ha and the owners of those say so what that means nothing to me.
Identity Attack0.0034962974
Insult0.016024929
Profanity0.01620627
Threat0.0072365063
Severe Toxicity0.0013542175
Low Tox 0.037105743 Low Con 0.22
Jan 17, 2026 2.9 million Canadian temporary visas …
I immigrated to Canada in 2020 during peak COVID. I lost my job working in the Middle East and I had my PR so it made sense moving to Canada for good. I’m a chemical …
I immigrated to Canada in 2020 during peak COVID. I lost my job working in the Middle East and I had my PR so it made sense moving to Canada for good. I’m a chemical engineer who worked in oil and gas for about 10 years in the Middle East. Once I landed in Canada, I went to work in Amazon Fullfillment Centre the week after I completed my quarantine. It was hard labor working for $16 per hour in Toronto. I worked for 10 months while working on my qualifications and engineering license. After that I was hired by an oil and gas contracting company and worked as a Trainee engineer after which I was promoted to Senior engineer in a year after I received my engineering license. I moved 4 cities in 4 years for my job. Now I am settled, own a home, got married to my long time girl friend and work at an Oil and Gas company which pays well. What I learnt through my experience is that Canada is a land of opportunities and people respect you for the work you do whatever it may be and do not judge you, all that we will have to do is work hard and improve on your skills. Integrate with the society, donate and volunteer. That’s how new immigrants can integrate. If you aren’t open minded and want to stay as you stayed in your country then you will not develop and it will hinder yours and the country’s progress.
Identity Attack0.011987305
Insult0.017292
Profanity0.018187506
Threat0.007029374
Severe Toxicity0.0017356873
Low Tox 0.037105743 Constructive 0.833 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
The guy with the bike is actually right and is a legend because he speaks his mind
The guy with the bike is actually right and is a legend because he speaks his mind
Identity Attack0.006881601
Insult0.017012933
Profanity0.01846078
Threat0.008323951
Severe Toxicity0.0020694733
Low Tox 0.037105743 Moderate Con 0.371
Jan 27, 2026 Inside Canada's Indian Invasion...
Ice watching it
Ice watching it
Identity Attack0.0051797
Insult0.012034904
Profanity0.022628209
Threat0.009618527
Severe Toxicity0.0027656555
Low Tox 0.037105743 Moderate Con 0.302 Meta_Commentary
Feb 7, 2026 Inside Canada's Indian Invasion...
*_Now hold up, wait a minute… I saw this video 2 weeks ago, it was taken down after, but now it’s back up._* I’m happy it’s back up… Also as a Canadian: *_”Hello Eh!”_* (lol)
*_Now hold up, wait a minute… I saw this video 2 weeks ago, it was taken down after, but now it’s back up._* I’m happy it’s back up… Also as a Canadian: *_”Hello Eh!”_* (lol)
Identity Attack0.017163984
Insult0.013820915
Profanity0.019690514
Threat0.007301235
Severe Toxicity0.0018119812
Low Tox 0.037105743 Moderate Con 0.483 Meta_Commentary
Feb 15, 2026 Inside Canada's Indian Invasion...
Another important concern is that visa officers in certain countries who facilitated fake applications through bribery should be thoroughly investigated, while many genuine and legitimate visitor‑visa applicants — who simply wished to visit Canada and …
Another important concern is that visa officers in certain countries who facilitated fake applications through bribery should be thoroughly investigated, while many genuine and legitimate visitor‑visa applicants — who simply wished to visit Canada and enjoy places like Niagara Falls — were unfairly rejected. The full staff in these offices should be reassigned, and the approval systems and procedures should be completely overhauled to ensure transparency, accountability, and proper decision‑making going forward. Immigrants who have legitimately obtained Permanent Residence or Canadian citizenship are also facing unfair barriers, especially in the job market. Despite having full legal status, many are not even given interview opportunities, while corrupted or poorly monitored ATS systems are being exploited by bad actors. Employers — including major banks and other leading organizations — have hired temporary workers without properly verifying their status or detecting fake documentation. Canada needs a clear hiring principle: priority should be given to Canadian citizens and Permanent Residents first, and only when no qualified applicants exist should other categories be considered. LMIA approvals should be paused to prevent misuse and ensure fairness for those who have followed the legal pathway. Strengthening verification processes and enforcing employer accountability would help restore integrity and fairness in both the immigration and employment systems. Many of these immigrants have sacrificed their assets and life savings in their home countries, embraced Canada as their new motherland, and now find themselves suffering with no realistic path to return — making fairness and accountability in the system even more essential.
Identity Attack0.0071405866
Insult0.021803947
Profanity0.011646013
Threat0.006848133
Severe Toxicity0.0010585785
Low Tox 0.037105743 Constructive 0.723
Jan 4, 2026 Deportations From Canada at Their …
RIP Canada.
RIP Canada.
Identity Attack0.020681098
Insult0.013440913
Profanity0.012312118
Threat0.010783645
Severe Toxicity0.0023460388
Low Tox 0.037105743 Moderate Con 0.355 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Next do who has the most temples/synagogues nation wide.
Next do who has the most temples/synagogues nation wide.
Identity Attack0.025002124
Insult0.010552894
Profanity0.012585391
Threat0.0070034824
Severe Toxicity0.0014591217
Low Tox 0.037105743 Low Con 0.216 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude on the bike is a legend
Dude on the bike is a legend
Identity Attack0.0061046463
Insult0.016024929
Profanity0.019553876
Threat0.009722093
Severe Toxicity0.0025367737
Low Tox 0.037105743 Moderate Con 0.349 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada is done There is NO going back I would say just give up now and accept the situation. Also canada won’t be canada in next few years it will be PANADA
Canada is done There is NO going back I would say just give up now and accept the situation. Also canada won’t be canada in next few years it will be PANADA
Identity Attack0.015455672
Insult0.013972916
Profanity0.0103992
Threat0.007340072
Severe Toxicity0.0013637543
Low Tox 0.037105743 Low Con 0.25 Fear_Threat
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Hooooly moly, here we go
Hooooly moly, here we go
Identity Attack0.006363631
Insult0.012946909
Profanity0.027547138
Threat0.00951496
Severe Toxicity0.0027656555
Low Tox 0.037105743 Low Con 0.294 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Do not redeem sir...
Do not redeem sir...
Identity Attack0.0030338243
Insult0.015036922
Profanity0.01354185
Threat0.008129764
Severe Toxicity0.0011968613
Low Tox 0.037105743 Moderate Con 0.367 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This place is an ICE gold mine
This place is an ICE gold mine
Identity Attack0.0058086636
Insult0.013630914
Profanity0.01805087
Threat0.008220384
Severe Toxicity0.0021076202
Low Tox 0.037105743 Low Con 0.258 Humor_Satire
Jan 28, 2026 5 likes Inside Canada's Indian Invasion...
remember folks, culture is derived from genetics. culture is a symptom not the source
remember folks, culture is derived from genetics. culture is a symptom not the source
Identity Attack0.014551271
Insult0.011882903
Profanity0.017982552
Threat0.0069646453
Severe Toxicity0.0016212463
Low Tox 0.037105743 Low Con 0.166 Unverified_Claim
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Are we ignoring how illegal this is?
Are we ignoring how illegal this is?
Identity Attack0.009027477
Insult0.0154929245
Profanity0.012004685
Threat0.006485652
Severe Toxicity0.0010204315
Low Tox 0.037105743 Low Con 0.23 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...

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.