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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

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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

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Active: "What about the other 5 …" 438 comments · Page 15 of 18
IMMIGRATION OPTIONS / TRUTH ABOUT IMMIGRATION & IMMIGRANTS 1. Express Entry (skilled workers) • No settlement cash on arrival • Eligible for provincial health insurance (after waiting period) • Eligible for employment insurance (EI) after …
IMMIGRATION OPTIONS / TRUTH ABOUT IMMIGRATION & IMMIGRANTS 1. Express Entry (skilled workers) • No settlement cash on arrival • Eligible for provincial health insurance (after waiting period) • Eligible for employment insurance (EI) after working • Access to free settlement services (language training, job help) • Eligible for social assistance (welfare) only if unemployed and meeting provincial rules 2. Provincial Nominee Programs (PNP) • Same benefits as Express Entry once PR is granted • Free settlement and employment services • Provincial welfare only if financially eligible • No free housing or tickets 3. Quebec immigration programs • Quebec health insurance (RAMQ) • Free French language courses (often with small allowances) • Settlement services • Social assistance if eligible • No free tickets or housing by default 4. Family sponsorship • Sponsored person gets PR benefits (health care, settlement services) • Sponsor is financially responsible (government usually does NOT pay welfare) • No free housing or travel • Parents/grandparents have limited access to benefits initially 5. Work permit → PR • No welfare while on work permit • Employer-paid salary only • Health insurance varies by province • After PR: same benefits as other permanent residents • No accommodation or tickets 6. Study → work → PR • No welfare for students • Students pay tuition and living costs • Limited work income allowed • After PR: eligible for health care, settlement services, welfare if needed 7. Business / Start-Up Visa / entrepreneur programs • No welfare or housing support • Must prove sufficient funds • Access to public health care after PR • No tickets, no accommodation 8. Caregiver and sector-specific programs • Paid employment (salary) • Health insurance coverage • Settlement services • Welfare only after PR and if eligible • No free housing unless employer provides it 9. Refugee and humanitarian programs • Government-assisted refugees may receive: • Temporary income support • Temporary housing or housing assistance • Basic living allowance • Health coverage (IFHP) • Settlement services • Sometimes travel loans (not free tickets; must be repaid) • Privately sponsored refugees supported by sponsors, not government
Identity Attack0.025002124
Insult0.018001022
Profanity0.013678487
Threat0.0069516995
Severe Toxicity0.0025177002
Low Tox 0.04785245 Constructive 0.605 Question
Dec 25, 2025 Deportations From Canada at Their …
150 days, over 300 applications, I got extra licensing and background checks available, not even a call in 5 months. Our country is actually getting shafted by a 1.4b country sending people to a 33m …
150 days, over 300 applications, I got extra licensing and background checks available, not even a call in 5 months. Our country is actually getting shafted by a 1.4b country sending people to a 33m pop country. We will be India in 20 years.
Identity Attack0.02439919
Insult0.018065477
Profanity0.0128245065
Threat0.008349842
Severe Toxicity0.0015258789
Low Tox 0.04785245 Constructive 0.562
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Canada must repeat what it did in the 1930's and the 1940's. Canada needs to bring 5 million immigrants from Eastern Europe, like Poland, Portugal, Romania, Ukraine, Russia, Serbia, Bosnia, Lithuania, Estonia, Hungary, Macedonia etc. …
Canada must repeat what it did in the 1930's and the 1940's. Canada needs to bring 5 million immigrants from Eastern Europe, like Poland, Portugal, Romania, Ukraine, Russia, Serbia, Bosnia, Lithuania, Estonia, Hungary, Macedonia etc. Just look at the Eastern Europeans in Canada, they and their Canadian born children and grandchildren have learned and speak English language fluently. In Canada, people speak English and French. The British and the French values must be upheld. God save the King.
Identity Attack0.031722516
Insult0.014580919
Profanity0.010365041
Threat0.007534259
Severe Toxicity0.0018882751
Low Tox 0.04711028 Constructive 0.54 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
5:11 🤣🤣
5:11 🤣🤣
Identity Attack0.0037182847
Insult0.013782915
Profanity0.038154904
Threat0.0077154995
Severe Toxicity0.005264282
Low Tox 0.0466155 Moderate Con 0.316
Jan 27, 2026 Inside Canada's Indian Invasion...
They are literally everywhere 🤣5 million to every country and 500 million would still be left
They are literally everywhere 🤣5 million to every country and 500 million would still be left
Identity Attack0.010137413
Insult0.015948927
Profanity0.020373698
Threat0.0074954215
Severe Toxicity0.0020599365
Low Tox 0.046120718 Low Con 0.163 Humor_Satire
Sep 23, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
5:51 - and who will provide the disability? Democrat / liberal policy, which is what this is about. Votes
5:51 - and who will provide the disability? Democrat / liberal policy, which is what this is about. Votes
Identity Attack0.017163984
Insult0.017420914
Profanity0.011441057
Threat0.006576272
Severe Toxicity0.0011873245
Low Tox 0.044883765 Low Con 0.292
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
5:20 😭😭
5:20 😭😭
Identity Attack0.0050317086
Insult0.0116169015
Profanity0.033144772
Threat0.00967031
Severe Toxicity0.0049209595
Low Tox 0.044883765 Moderate Con 0.384
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
5:27 friendly and nice, those are the same thing.
5:27 friendly and nice, those are the same thing.
Identity Attack0.011247349
Insult0.013706914
Profanity0.025497584
Threat0.011042561
Severe Toxicity0.0036239624
Low Tox 0.044141594 Moderate Con 0.497 Meta_Commentary
Mar 2, 2026 Inside Canada's Indian Invasion...
5:40 this guy should be president
5:40 this guy should be president
Identity Attack0.009619443
Insult0.016708933
Profanity0.01887069
Threat0.009256045
Severe Toxicity0.0025939941
Low Tox 0.044141594 Low Con 0.194 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
These people have like 5 to 10 babies within 5 years so you can just imagine what the ratio will be eventually.
These people have like 5 to 10 babies within 5 years so you can just imagine what the ratio will be eventually.
Identity Attack0.008916483
Insult0.016100928
Profanity0.017367685
Threat0.008194493
Severe Toxicity0.002002716
Low Tox 0.044141594 Low Con 0.126 Unverified_Claim
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Hilarious that NP does a report on this AFTER Trudeau steps down. You're 5 years too late.
Hilarious that NP does a report on this AFTER Trudeau steps down. You're 5 years too late.
Identity Attack0.0018683918
Insult0.025542418
Profanity0.010723713
Threat0.00675104
Severe Toxicity0.0009918213
Low Tox 0.044141594 Low Con 0.158 Meta_Commentary
Jun 21, 2025 11 likes How Canada broke its immigration …
5:03 😂
5:03 😂
Identity Attack0.0057346676
Insult0.013516913
Profanity0.02932342
Threat0.009463178
Severe Toxicity0.004119873
Low Tox 0.043399423 Low Con 0.293
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canada who speaks both French and English and who follows politics quite closely, I have to say that the headline and some of the reporting here is quite misleading. A reduction in immigration …
As a Canada who speaks both French and English and who follows politics quite closely, I have to say that the headline and some of the reporting here is quite misleading. A reduction in immigration has broad support across Canada. I wouldn't say that notion is dividing the country in any significant way. You do have certain industry groups that disagree, but among the population these reductions have broad support. This is a historic change in public opinion in Canada, but it has been driven by the unprecedented increase in immigration under the last term of the Trudeau government. To put this in context, non-permanent residents in Canada numbered around 1.5 million on Q3 2023, but by Q3 2025, that number sat a just over 3 million. The previous government increased immigration targets by 3 or 4 times over what they had been for years, which caused a number of economic issues. Essentially, the volume was simply too high for the economy and society to support. This was unfair to both Canadians and new comers, many of which could not find employment or afford a decent place to live. The changes being suggested are largely bringing Canada back to what the targets were for over a decade before, though a bit lower to account for the sudden surge. Canada remains one of the most pro-immigration countries in the world. However, and this is where I think DW's reporting is misleading, there is a distinction to be made between policies at the federal level and policies at the provincial level. Immigration, per our constitution, is a federal matter, however, Quebec in particular is distinct from other provinces. I don't mean only culturally and linguistically, but also in the powers that have been devolved to it by the federal government. On the question of immigration, Quebec has more powers and more ability to set its immigration targets and programs than any of the other 9 provinces. The particular program discussed here, the Quebec Experience Program (PEQ), is a particular immigration stream that only existed in Quebec. So what is happening with that program cannot be labeled as a whole-of-Canada thing. Where the changes to the PEQ are controversial, unlike the general changes at the federal level, is that people who immigrated under that specific program were promised certain things. There was a multi-year time line to Permanent Residency and then Citizenship. Many of those people have been in Quebec for 5-8 years already. However, the changes made to the program were done in such a way where people who many years into the program, had gotten an education, started a career, had children, ect. are now being told they can't continue and must leave Canada. There are even stories of people who married Canadians, now have children, and the one parent who was under this program now faces the possibility of having to leave Canada and be separated from their family. All through no fault of their own. That is what many people see as unfair, and I agree, however limiting future applications under the program, to bring in less people, that is not controversial. Canada has no responsibility to bring in people who are not already in Canada, but Canada does have some responsibility towards people who uprooted their lives to move to Canada and built new lives here based on promises and representations made to them by the Canadian and Quebecois governments. We should no simply kick those people out of the country.
Identity Attack0.011099357
Insult0.022899706
Profanity0.013029462
Threat0.0067316215
Severe Toxicity0.0012397766
Low Tox 0.043399423 Constructive 0.821 Policy_Critique
Feb 11, 2026 29 likes Canada's tighter immigration policy divides …
In the first 5 min gang 💪🏻
In the first 5 min gang 💪🏻
Identity Attack0.0058826595
Insult0.013706914
Profanity0.02836696
Threat0.012854968
Severe Toxicity0.003452301
Low Tox 0.04315203 Moderate Con 0.34 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
5:27 bro is literally me
5:27 bro is literally me
Identity Attack0.010137413
Insult0.014086916
Profanity0.029460056
Threat0.0103175985
Severe Toxicity0.0030708313
Low Tox 0.04290464 Moderate Con 0.347 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
5:30 I love this guy😂 He isn’t wrong I just love his way of speech.
5:30 I love this guy😂 He isn’t wrong I just love his way of speech.
Identity Attack0.00984143
Insult0.0140109155
Profanity0.030389199
Threat0.010188141
Severe Toxicity0.003376007
Low Tox 0.04290464 Moderate Con 0.414 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Have any of you attempted to work with C&I? I did after adopting a children. 10 years ago, it was a breeze. First (and only) visitor record, valid for 2 years, with citizenship application quickly …
Have any of you attempted to work with C&I? I did after adopting a children. 10 years ago, it was a breeze. First (and only) visitor record, valid for 2 years, with citizenship application quickly processed and granted, and passport also procured in less than 1 year. Fast forward a few years. Now it was 1st visitor record, valid for 1 year. Prior to expiration, days spent trying to navigate a messed up website to submit required information and apply for extension to stay. Then wait for a year or more, to finally receive another visitor record that was valid for 6 months. Rinse and repeat. All for our adopted preschooler to legally remain in Canada. Finally, after 5+ years, citizenship was processed and granted.
Identity Attack0.0026453468
Insult0.023221988
Profanity0.015659723
Threat0.0066086366
Severe Toxicity0.0012207031
Low Tox 0.0414203 Constructive 0.798 Personal_Narrative
Jan 15, 2026 2.9 million Canadian temporary visas …
5:26 What a brave man 😂
5:26 What a brave man 😂
Identity Attack0.009212466
Insult0.0140109155
Profanity0.026180768
Threat0.010680079
Severe Toxicity0.003643036
Low Tox 0.0414203 Moderate Con 0.378 Humor_Satire
Mar 1, 2026 Inside Canada's Indian Invasion...
5:35 😂
5:35 😂
Identity Attack0.0050687063
Insult0.012756908
Profanity0.028503597
Threat0.009281937
Severe Toxicity0.003967285
Low Tox 0.041172907 Moderate Con 0.337
Jan 27, 2026 Inside Canada's Indian Invasion...
It is going to cause issues in another 5 years
It is going to cause issues in another 5 years
Identity Attack0.0035702933
Insult0.011274899
Profanity0.014122557
Threat0.01101667
Severe Toxicity0.0015640259
Low Tox 0.041172907 Low Con 0.18
Aug 25, 2025 5 likes Why Canadians Are Turning Against …
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
Identity Attack0.02048012
Insult0.01306091
Profanity0.0108774295
Threat0.006440342
Severe Toxicity0.001039505
Low Tox 0.040925518 Moderate Con 0.312 Unverified_Claim
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
5:00 telling the truth
5:00 telling the truth
Identity Attack0.0066596144
Insult0.012870909
Profanity0.020100424
Threat0.00948907
Severe Toxicity0.0026893616
Low Tox 0.040430736 Moderate Con 0.304 Meta_Commentary
Jan 28, 2026 12 likes Inside Canada's Indian Invasion...
Canada went to war in world war 1 and 2. Fought a foreign nation and won, well now its domestic and for sure you guys can win again. They just came the last 5 years. …
Canada went to war in world war 1 and 2. Fought a foreign nation and won, well now its domestic and for sure you guys can win again. They just came the last 5 years. Take canada back.
Identity Attack0.014048826
Insult0.01648093
Profanity0.010757872
Threat0.007741391
Severe Toxicity0.0014591217
Low Tox 0.03969839 Constructive 0.524 Fear_Threat
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
5:00 the real one!
5:00 the real one!
Identity Attack0.006178642
Insult0.012680908
Profanity0.022969801
Threat0.0097738765
Severe Toxicity0.0027275085
Low Tox 0.039226998 Low Con 0.287 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Freez the boarder for the next 5 years
Freez the boarder for the next 5 years
Identity Attack0.0037737815
Insult0.013668913
Profanity0.01402008
Threat0.010964886
Severe Toxicity0.0018501282
Low Tox 0.03828422 Low Con 0.15
Aug 25, 2025 Why Canadians Are Turning Against …

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.