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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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Search comment text, filter by category or toxicity level
Active: "They have no rights to …" 837 comments · Page 25 of 34
I wish more people would see this video, it’s not about being racism e about to be Canadian in the first place. Integration and respect to the country. They left fora better life and want …
I wish more people would see this video, it’s not about being racism e about to be Canadian in the first place. Integration and respect to the country. They left fora better life and want to change the culture of this country to impose your on. This is not right. This has gone to far.
Identity Attack0.04951127
Insult0.026702631
Profanity0.012722028
Threat0.0065115434
Severe Toxicity0.001745224
Low Tox 0.09525062 Constructive 0.651
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Well, if you don't have refugee claimants status in Canada. I'm unfortunately, you don't have the right to be here. That's why I think that deportation of non citizen within the country would be appropriate …
Well, if you don't have refugee claimants status in Canada. I'm unfortunately, you don't have the right to be here. That's why I think that deportation of non citizen within the country would be appropriate to force.
Identity Attack0.055218685
Insult0.021288296
Profanity0.011082385
Threat0.0083886795
Severe Toxicity0.002117157
Low Tox 0.09481675 Constructive 0.67 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
get your facts right you fail to tell the rest
get your facts right you fail to tell the rest
Identity Attack0.0023123662
Insult0.033239998
Profanity0.013610168
Threat0.006647474
Severe Toxicity0.0012969971
Low Tox 0.09438288 Low Con 0.168
Oct 25, 2017 29 likes How much do refugees and …
Once enough Canadians are broke UBI will be introduced, right along side a digital ID program. And birth rates? Well, curiously those went down after the plandemic.
Once enough Canadians are broke UBI will be introduced, right along side a digital ID program. And birth rates? Well, curiously those went down after the plandemic.
Identity Attack0.051353373
Insult0.02618698
Profanity0.012073003
Threat0.009281937
Severe Toxicity0.0023174286
Low Tox 0.09394901 Low Con 0.203 Unverified_Claim
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Rights and freedoms , this is an insult to the KINGs Law .
Rights and freedoms , this is an insult to the KINGs Law .
Identity Attack0.00847251
Insult0.024897853
Profanity0.016616182
Threat0.008440462
Severe Toxicity0.0018310547
Low Tox 0.09308127 Low Con 0.241 Moral_Argument
Jan 20, 2026 Why Canada’s immigration system has …
The EU just signed a free trade deal with India which gives Indian 'professionals' the right to reside and work in the EU. It all started the same way in the US, Canada and AUS. …
The EU just signed a free trade deal with India which gives Indian 'professionals' the right to reside and work in the EU. It all started the same way in the US, Canada and AUS. Europe will be gone soon as well.
Identity Attack0.058401883
Insult0.025800243
Profanity0.015523086
Threat0.0077672824
Severe Toxicity0.0021457672
Low Tox 0.09308127 Moderate Con 0.348 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
Lol jayant bhandari really right about Indian.
Lol jayant bhandari really right about Indian.
Identity Attack0.06704199
Insult0.060927123
Profanity0.048175167
Threat0.012440704
Severe Toxicity0.008125305
Low Tox 0.0926474 Moderate Con 0.353
Jan 27, 2026 Inside Canada's Indian Invasion...
DUDE I LIVE RIGHT NEXT TO THAT HOME DEPOT
DUDE I LIVE RIGHT NEXT TO THAT HOME DEPOT
Identity Attack0.008953481
Insult0.020772645
Profanity0.032643758
Threat0.010472948
Severe Toxicity0.0040626526
Low Tox 0.09112182 Moderate Con 0.301 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British …
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British North West Mounted Police at Batoche because the British Colonizers after outlawing fur trade except through the HBC company were further insulted by having their ancestral land sectioned off and given to immigrants. My uncles also were part of the first battle at Seven Oaks when surveyors were surveying and measuring my ancestral cousins land. The British Immigrants were described as the preferred immigrants. TheNorth American Indians, the Metis were described as undesirables and in a memo written to the Indian Affairs Minister during John A MacDonald asking him how best to remove the undesirables Metis from their land. The Metis were not placed on reservations because we never stopped fighting for our homeland rights. What is happening now is a continuation of what happened back when John A MacDonald was Prime Minister. May I also say if these migrates think their customs and regions are so great then stay in your homeland. But unlike the brave Metis who continues to oppose the government and finally 100 years later some our birthrights as the original Canadians have been recognized. My great grandfather and his father were both named Antoine and Charles Henault dit Canada, and to this day from the 1700s some of my cousin’s last name has been Canada since the 1700s. People with Canadian passports don’t make them Canadian. Indians from Indian don’t integrate or intermarry. They impose their culture on the rest of the country. Get rid of them all.
Identity Attack0.0376521
Insult0.032799274
Profanity0.017162729
Threat0.008323951
Severe Toxicity0.002412796
Low Tox 0.09112182 Constructive 0.772 Identity_Assertion
Sep 12, 2025 Why Canadians Are Turning Against …
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know …
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know it's not your fault. It's all the Liberal Gov's fault.
Identity Attack0.015757138
Insult0.034451995
Profanity0.012004685
Threat0.007145886
Severe Toxicity0.0016498566
Low Tox 0.09112182 Constructive 0.631
Nov 21, 2025 Quebec Ends Economic Immigration Program …
She seem to be right about the point she is making but no need to be rude- the form matters
She seem to be right about the point she is making but no need to be rude- the form matters
Identity Attack0.0038292783
Insult0.032909457
Profanity0.020100424
Threat0.0066668927
Severe Toxicity0.0012302399
Low Tox 0.09033044 Constructive 0.515 Meta_Commentary
Sep 28, 2025 IRCC Names India in Study …
Maybe I need to work in the department of immigration. Then again I would be disliked for doing my work the right way.....🤦🏾‍♂️
Maybe I need to work in the department of immigration. Then again I would be disliked for doing my work the right way.....🤦🏾‍♂️
Identity Attack0.038425524
Insult0.020708188
Profanity0.013200258
Threat0.0066086366
Severe Toxicity0.0016593933
Low Tox 0.09033044 Moderate Con 0.377
Sep 29, 2025 IRCC Names India in Study …
India iis so big with so many kind of Indians. Most I've meet are great people but there are some ... Yeah those have no business in a western country. But like I say most …
India iis so big with so many kind of Indians. Most I've meet are great people but there are some ... Yeah those have no business in a western country. But like I say most are hardworking good people yes they have they're own "weard" things but at least they fight for right and wrong.
Identity Attack0.061130337
Insult0.024511116
Profanity0.033144772
Threat0.007909686
Severe Toxicity0.002708435
Low Tox 0.08874765 Constructive 0.752 Personal_Narrative
Feb 21, 2026 1 likes Inside Canada's Indian Invasion...
This man is very right he is clever btw 4:03
This man is very right he is clever btw 4:03
Identity Attack0.014450782
Insult0.023608726
Profanity0.032643758
Threat0.01254427
Severe Toxicity0.0048446655
Low Tox 0.08716487 Moderate Con 0.383 Meta_Commentary
Jan 28, 2026 6 likes Inside Canada's Indian Invasion...
[14:53] "Everyone who's praying to God is doing right." So wait, if you're an atheist (like me), you're.... *not* doing right??
[14:53] "Everyone who's praying to God is doing right." So wait, if you're an atheist (like me), you're.... *not* doing right??
Identity Attack0.06294931
Insult0.01838776
Profanity0.017026093
Threat0.0060908063
Severe Toxicity0.0017738342
Low Tox 0.085582085 Moderate Con 0.477 Moral_Argument
Dec 11, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Immigration has had such a negative impact on so many aspects of Canadian’s Day to day life. As mentioned, Housing, Employment and Healthcare, as well as reducing wages. Mr. Kenny was absolutely right about the …
Immigration has had such a negative impact on so many aspects of Canadian’s Day to day life. As mentioned, Housing, Employment and Healthcare, as well as reducing wages. Mr. Kenny was absolutely right about the Self important elites who want cheap labourers and who are not impacted in the same was as all Canadians
Identity Attack0.04306607
Insult0.025413504
Profanity0.010587076
Threat0.006058442
Severe Toxicity0.0016117096
Low Tox 0.08479069 Constructive 0.708 Economic_Argument
Feb 17, 2026 66 likes LILLEY UNLEASHED: The fall of …
Canada is multiculture country. Indians have every right to live in Canada the way they want.
Canada is multiculture country. Indians have every right to live in Canada the way they want.
Identity Attack0.084182754
Insult0.019096779
Profanity0.018255826
Threat0.006427396
Severe Toxicity0.0027275085
Low Tox 0.083999306 Moderate Con 0.415 Moral_Argument
Nov 14, 2025 Inside Canada's Indian Metropolis (Brampton)
It started right before Lily Singh was poppin off on YouTube....
It started right before Lily Singh was poppin off on YouTube....
Identity Attack0.0076215584
Insult0.021868404
Profanity0.029186781
Threat0.010783645
Severe Toxicity0.0028800964
Low Tox 0.083999306 Low Con 0.3 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Ok I live right next to Brampton and I would just like to clarify that it does have a big Indian population but honestly anywhere else Ive been to in Ontario it’s not the same …
Ok I live right next to Brampton and I would just like to clarify that it does have a big Indian population but honestly anywhere else Ive been to in Ontario it’s not the same many live in Brampton because it’s next to Toronto where everyone goes to work and it’s honestly not a big deal think of it as Chinatown in New York.
Identity Attack0.07177465
Insult0.022061773
Profanity0.016957775
Threat0.006647474
Severe Toxicity0.0022792816
Low Tox 0.083999306 Constructive 0.631 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Most of those who disappeared have been found living illegally in US. Trump was right again
Most of those who disappeared have been found living illegally in US. Trump was right again
Identity Attack0.038425524
Insult0.022190686
Profanity0.012277958
Threat0.008531082
Severe Toxicity0.002117157
Low Tox 0.083999306 Low Con 0.249 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Just give the land back to the 1st nations. Things will go right.
Just give the land back to the 1st nations. Things will go right.
Identity Attack0.033011556
Insult0.01632893
Profanity0.013780965
Threat0.010938995
Severe Toxicity0.0031471252
Low Tox 0.08004235 Low Con 0.242 Moral_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
Coming here to get educated but instead of working isn't right either.
Coming here to get educated but instead of working isn't right either.
Identity Attack0.010211408
Insult0.026702631
Profanity0.011663092
Threat0.006330303
Severe Toxicity0.0011587143
Low Tox 0.07845957 Moderate Con 0.362
Dec 30, 2025 1 likes Deportations From Canada at Their …
May as well just set up equal rights to food and shelter to all people of all nations. Nothing good can come from prolonged unregulated immigration.
May as well just set up equal rights to food and shelter to all people of all nations. Nothing good can come from prolonged unregulated immigration.
Identity Attack0.040745795
Insult0.019419061
Profanity0.010518758
Threat0.0066151097
Severe Toxicity0.0015544891
Low Tox 0.077668175 Low Con 0.247
Oct 26, 2017 13 likes How much do refugees and …
the producer of this video is exactly right...why migrate from a place you are wanted to import everything from...Answer; Freebies, stop the gravy train, end all unearned monies, tax credits/benefits/ payments per person and per …
the producer of this video is exactly right...why migrate from a place you are wanted to import everything from...Answer; Freebies, stop the gravy train, end all unearned monies, tax credits/benefits/ payments per person and per child, rent assist..Canadians don't get them why should these people who come out expecting to live for free
Identity Attack0.033269364
Insult0.025284592
Profanity0.012380436
Threat0.0064532873
Severe Toxicity0.0018405914
Low Tox 0.07687678 Constructive 0.618
Aug 31, 2025 4 likes Why Canadians Are Turning Against …
elbows up though right? lol
elbows up though right? lol
Identity Attack0.004846719
Insult0.023479814
Profanity0.030389199
Threat0.009981008
Severe Toxicity0.0028038025
Low Tox 0.07608539 Moderate Con 0.37
Aug 29, 2025 1 likes 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.