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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

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

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30,738 comments · Page 504 of 1230
HALT IMMIGRATION
HALT IMMIGRATION
Identity Attack0.2795294
Insult0.03768798
Profanity0.045419596
Threat0.057856824
Severe Toxicity0.01573815
Low Tox 0.2853768 Low Con 0.123
Jan 14, 2026 Canada’s new rules in 2026
What an awful piece of journalism. Uhh look at graph go up! Up mean bad! Claims of an increase in suspicious asylum claims. Any sources? What is the definition of a suspicious asylum claim? Housing …
What an awful piece of journalism. Uhh look at graph go up! Up mean bad! Claims of an increase in suspicious asylum claims. Any sources? What is the definition of a suspicious asylum claim? Housing prices go up due to increased immigration. Any sources? Do corporate landlords stalling out the market have anything to do with this? Does anyone actually think that "low skill" workers taking up "Canadian teenagers'" jobs are able to afford a house? Temporary foreign workers taking up jobs. Any background on the temporary worker program? Does this seem like a policy failure or is it the immigrants' fault that corporations are abusing their labor to save money? A+ reporting here, guys!
Identity Attack0.055673428
Insult0.24928534
Profanity0.027000591
Threat0.007754337
Severe Toxicity0.0063323975
Low Tox 0.2853768 Constructive 0.615
Jun 17, 2025 How Canada broke its immigration …
she is tied of being colonizer funny she should say that theindigneousppl of canada are tired of the deniers who have ived here longer then you have by tens of thousands of yrs ...and it …
she is tied of being colonizer funny she should say that theindigneousppl of canada are tired of the deniers who have ived here longer then you have by tens of thousands of yrs ...and it weird she us making statments that mirrored the indognrous ppl yrs ago ...whwen they was purposefulyl genocided .she needs to remember they are the onl true natives to this land ... henc why they are called native american ...so if she is offended they say such thing..its not them being offensie it them bring factual awareness that others dontlike
Identity Attack0.17614605
Insult0.23704576
Profanity0.040910475
Threat0.01508414
Severe Toxicity0.010528564
Low Tox 0.2853768 Constructive 0.655
Aug 28, 2025 Why Canadians Are Turning Against …
Get out
Get out
Identity Attack0.012641981
Insult0.09124154
Profanity0.09195647
Threat0.02803385
Severe Toxicity0.008811951
Low Tox 0.2853768 Moderate Con 0.417
Nov 25, 2025 1 likes Quebec Ends Economic Immigration Program …
I'll tell you..it completely reversed any convenient food I might occasionally purchase to zero.. goods bought is only in local storesthat hire locals. That said canadians have more in common with Indians than Muslims..by far.
I'll tell you..it completely reversed any convenient food I might occasionally purchase to zero.. goods bought is only in local storesthat hire locals. That said canadians have more in common with Indians than Muslims..by far.
Identity Attack0.381025
Insult0.0808917
Profanity0.019348921
Threat0.006757513
Severe Toxicity0.007095337
Low Tox 0.2853768 Constructive 0.619
Oct 18, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
They pray to so many demons and love giving them gifts. Only demons ask for gifts
They pray to so many demons and love giving them gifts. Only demons ask for gifts
Identity Attack0.078392304
Insult0.16758773
Profanity0.14578357
Threat0.010084574
Severe Toxicity0.011138916
Low Tox 0.2853768 Low Con 0.229 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
These European come from Europe😂😂 lecturing another people
These European come from Europe😂😂 lecturing another people
Identity Attack0.2772088
Insult0.082866095
Profanity0.09518933
Threat0.011172019
Severe Toxicity0.01322045
Low Tox 0.2853768 Low Con 0.234 Humor_Satire
Oct 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Surprised YT didnt put a context box on this telling me how replacement theory is just nonsense conspiracy theory.
Surprised YT didnt put a context box on this telling me how replacement theory is just nonsense conspiracy theory.
Identity Attack0.011765319
Insult0.20901857
Profanity0.091633186
Threat0.0074436385
Severe Toxicity0.004234314
Low Tox 0.2853768 Low Con 0.162
Jan 27, 2026 Inside Canada's Indian Invasion...
Get out
Get out
Identity Attack0.012641981
Insult0.09124154
Profanity0.09195647
Threat0.02803385
Severe Toxicity0.008811951
Low Tox 0.2853768 Moderate Con 0.417
Feb 25, 2026 Inside Canada's Indian Invasion...
canada is being taken with dirty money. that's it. period.
canada is being taken with dirty money. that's it. period.
Identity Attack0.10221587
Insult0.21368977
Profanity0.030389199
Threat0.007262398
Severe Toxicity0.0048446655
Low Tox 0.2853768 Low Con 0.133 Unverified_Claim
Sep 30, 2025 23 likes IRCC Names India in Study …
My daughter is a fully qualified for graphic Designer and yet (with thousands of $$$in student debt) cannot find a job. She actually put in her resume with an Indian name as well as in …
My daughter is a fully qualified for graphic Designer and yet (with thousands of $$$in student debt) cannot find a job. She actually put in her resume with an Indian name as well as in her own name. Guess which resume had a call for an interview, yes - the one with the Indian name. This is insane. I require personal health-care at home and i REFUSE TO have my Canadian worker be replaced with an immigrant from Kenya. Sorry but the Canadian worker has been here for 5 generations and then suddenly she's going to lose her house because of this situation with immigrants. Not if have anything to do with it if and when i can. Sharia law, and other foreign practices are not respectful to Canadian culture. If they dont assimilate to our culture, speak our official languages (French and English). Deport them all. ALL OF THE IMMIGRANTS MUST BE DEPORTED, ESPECIALLY ISLAMICS, AND MUSLIMS, AS WELL AS INDIANS. These immigrants are not respectful to the host country. The muslim women wearing hijabs (veils covering their entire faces should NOT BE PERMITTED for safety reasons) must follow our culture and expose their faces. From Canada 🇨🇦 ❤❤❤
Identity Attack0.26494437
Insult0.17858955
Profanity0.046171114
Threat0.0077802283
Severe Toxicity0.009841919
Low Tox 0.2853768 Constructive 0.67 Personal_Narrative
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
They have let in 10 million in the past decade…taking away 15k a year is a slap in the face.
They have let in 10 million in the past decade…taking away 15k a year is a slap in the face.
Identity Attack0.016862517
Insult0.082866095
Profanity0.04491858
Threat0.34804323
Severe Toxicity0.012207031
Low Tox 0.2853768 Moderate Con 0.34
Jan 3, 2026 301 likes New rules, regulations take effect …
Indians openly say they came for your money and land , that's it
Indians openly say they came for your money and land , that's it
Identity Attack0.32476485
Insult0.0817555
Profanity0.08290444
Threat0.01254427
Severe Toxicity0.014059683
Low Tox 0.2853768 Low Con 0.226
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
You Should go on a Bigfoot Hunt
You Should go on a Bigfoot Hunt
Identity Attack0.021786476
Insult0.0838533
Profanity0.10054382
Threat0.13616586
Severe Toxicity0.018578632
Low Tox 0.2853768 Low Con 0.272 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Orders coming from the PM is the blame for all liberal ministers actions and words. Fire all of them 😂
Orders coming from the PM is the blame for all liberal ministers actions and words. Fire all of them 😂
Identity Attack0.02238941
Insult0.08484049
Profanity0.02522431
Threat0.34804323
Severe Toxicity0.008010864
Low Tox 0.2853768 Low Con 0.158 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
They call them brown people in Toronto
They call them brown people in Toronto
Identity Attack0.36273825
Insult0.07270074
Profanity0.054938845
Threat0.008686432
Severe Toxicity0.008964539
Low Tox 0.2853768 Low Con 0.292 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
👍 good luck Canada!!! But i forget President Trump and the USA are problem!!!
👍 good luck Canada!!! But i forget President Trump and the USA are problem!!!
Identity Attack0.18158256
Insult0.24171697
Profanity0.01174849
Threat0.008453408
Severe Toxicity0.005455017
Low Tox 0.2853768 Low Con 0.291
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
I don't able to get this I am from Iraq There are crores of individual from Iraq, Pakistan, Bangladesh, Africa, Europe, most from China and Mexico is at top. But people don't like India mostly …
I don't able to get this I am from Iraq There are crores of individual from Iraq, Pakistan, Bangladesh, Africa, Europe, most from China and Mexico is at top. But people don't like India mostly which are Less than 2% Idk but they are very humble ❤respectful toward me I have many friends from India CAN ANYONE EXPLAIN ME IS THIS RACISM?
Identity Attack0.23618884
Insult0.058475737
Profanity0.07676199
Threat0.0101363575
Severe Toxicity0.013414118
Low Tox 0.2853768 Constructive 0.731
Oct 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Should check out the Indian invasion on the trucking industry while you're here lol
Should check out the Indian invasion on the trucking industry while you're here lol
Identity Attack0.2831485
Insult0.0811385
Profanity0.07708528
Threat0.014566151
Severe Toxicity0.013607788
Low Tox 0.2853768 Low Con 0.272 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
8:09 so you came to canada for the opportunity to work at Tim hortons and become toilet cleaner?😂
8:09 so you came to canada for the opportunity to work at Tim hortons and become toilet cleaner?😂
Identity Attack0.042292643
Insult0.18977246
Profanity0.035900343
Threat0.0062137907
Severe Toxicity0.006828308
Low Tox 0.2853768 Low Con 0.209 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
It sickens me to see how much our dysfunctional government gives the new immigrants more money to live on then what they give CANADIAN SENIORS. We seniors have worked in Canada our whole lives. Seniors …
It sickens me to see how much our dysfunctional government gives the new immigrants more money to live on then what they give CANADIAN SENIORS. We seniors have worked in Canada our whole lives. Seniors are having to decide which bill to pay or miss the bill and buy food. I went to work at the age of 12. I had two paper routes to do before going to school which was a total of 7.00 a week. I also worked in a greenhouse after school and weekends for 50 cents an hour. Now being disabled I am not able to work even a part time job or even find a part time job. I have been looking for a part time job. I have sent out 250 resumes just last month and did not even get a rejection reply. My specialists asked me if I realized the harm I am doing to myself. What other choice do I have? The Liberal government have broken Canada.
Identity Attack0.10221587
Insult0.24928534
Profanity0.031140719
Threat0.007417747
Severe Toxicity0.006904602
Low Tox 0.2853768 Constructive 0.685 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
Lies! When a citizen sponsors a refugee, govt or private sponsors-- health care free you said it. Canadian don't fall for these lies, yeah after 1 year they go underground and work under the table. …
Lies! When a citizen sponsors a refugee, govt or private sponsors-- health care free you said it. Canadian don't fall for these lies, yeah after 1 year they go underground and work under the table. What is provincial social assistance? Kids go to public school if they have an address. So see Canada, refugees get free education for their kids, and who pays those taxes, that's right Canada also, they get free medical. That video was pooh!
Identity Attack0.10221587
Insult0.19500497
Profanity0.032643758
Threat0.007598988
Severe Toxicity0.006713867
Low Tox 0.2853768 Constructive 0.675
Nov 19, 2018 How much do refugees and …
Guys this is beyond blaming Indians. You all need to look at the people enabling all this. They have an agenda to digitize IDs. Indians are actually being used, and yes they are gladly coming …
Guys this is beyond blaming Indians. You all need to look at the people enabling all this. They have an agenda to digitize IDs. Indians are actually being used, and yes they are gladly coming to Canada, but this is all a part But this is all on purpose by our very own Liberal governments. Liberal is the key word. The people who defy God.
Identity Attack0.32184324
Insult0.10148193
Profanity0.027410502
Threat0.008634649
Severe Toxicity0.006942749
Low Tox 0.2853768 Moderate Con 0.48
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
No no no, this was improperly contrasted between the hindu temple and the downtown church. The Hindu temple is NOT for everybody, it's for 'the community', while the church downtown is specifically helping the poorest …
No no no, this was improperly contrasted between the hindu temple and the downtown church. The Hindu temple is NOT for everybody, it's for 'the community', while the church downtown is specifically helping the poorest and most downtrodden druggies and homeless. The Temples might be giving away free food, but who is the recipient of that free food? Is it the outcasts, or the middle class?
Identity Attack0.28034934
Insult0.16795322
Profanity0.016479544
Threat0.0064015044
Severe Toxicity0.0050354004
Low Tox 0.2853768 Constructive 0.526
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Dude looks like he's freezing all along the video, and those indians are in sandals causualy talking to him... I think they assimilated the cold at least
Dude looks like he's freezing all along the video, and those indians are in sandals causualy talking to him... I think they assimilated the cold at least
Identity Attack0.2831485
Insult0.09563028
Profanity0.12158839
Threat0.012492486
Severe Toxicity0.014511578
Low Tox 0.2853768 Moderate Con 0.49 Humor_Satire
Feb 7, 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.