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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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30,738 comments · Page 444 of 1230
Immigrant fatigue
Immigrant fatigue
Identity Attack0.36702603
Insult0.16817254
Profanity0.08290444
Threat0.0138755
Severe Toxicity0.015931819
Moderate 0.32128486 Moderate Con 0.365
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
i grew up in brampton. my brother would play a game "how many white people are at the bus stop"
i grew up in brampton. my brother would play a game "how many white people are at the bus stop"
Identity Attack0.3817989
Insult0.07872037
Profanity0.084844165
Threat0.031314444
Severe Toxicity0.014382465
Moderate 0.32128486 Moderate Con 0.468 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
So apparently immigrants are both the cause of real-estate prices soaring AND are poor, just barely scraping by and leeching off government services. Yep real solid analytical skills here guys 🤣
So apparently immigrants are both the cause of real-estate prices soaring AND are poor, just barely scraping by and leeching off government services. Yep real solid analytical skills here guys 🤣
Identity Attack0.3043136
Insult0.23704576
Profanity0.032894265
Threat0.007094103
Severe Toxicity0.0090408325
Moderate 0.32128486 Moderate Con 0.309 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Do they assimilate?What drinking,drugs , welfare and the Canadian lifestyle!
Do they assimilate?What drinking,drugs , welfare and the Canadian lifestyle!
Identity Attack0.28034934
Insult0.21602537
Profanity0.017299367
Threat0.008026198
Severe Toxicity0.009651184
Moderate 0.32128486 Low Con 0.224 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
You hit the nail on the head
You hit the nail on the head
Identity Attack0.011469335
Insult0.09124154
Profanity0.10301965
Threat0.31092548
Severe Toxicity0.017222947
Moderate 0.32074678 Moderate Con 0.409
Aug 25, 2025 Why Canadians Are Turning Against …
I disapprove of immigrants that abandon their non functioning 3rd world country, but then want to turn their HOST country, in the non working 3rd world country.
I disapprove of immigrants that abandon their non functioning 3rd world country, but then want to turn their HOST country, in the non working 3rd world country.
Identity Attack0.37507164
Insult0.16266862
Profanity0.026590679
Threat0.007081157
Severe Toxicity0.011672974
Moderate 0.32074678 Low Con 0.276 Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
I live close to Brampton n the Indians will not hire none Indians. Go to any Indian managed or owned Indian business they will not hire you if you aren’t Indian. They won’t speak English
I live close to Brampton n the Indians will not hire none Indians. Go to any Indian managed or owned Indian business they will not hire you if you aren’t Indian. They won’t speak English
Identity Attack0.3908055
Insult0.0818789
Profanity0.05393682
Threat0.012854968
Severe Toxicity0.01302678
Moderate 0.32074678 Moderate Con 0.473 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
A new Indian reservation might get established, the Canadian government might have to kidnap their kids in order to set up Indian Schools and ban alcohol sales around the area.
A new Indian reservation might get established, the Canadian government might have to kidnap their kids in order to set up Indian Schools and ban alcohol sales around the area.
Identity Attack0.32184324
Insult0.09124154
Profanity0.079025
Threat0.34804323
Severe Toxicity0.020902663
Moderate 0.32074678 Low Con 0.221 Unverified_Claim
Feb 5, 2026 Inside Canada's Indian Invasion...
if you wanna see an idian invasion, come to virginia preferably loudon county.
if you wanna see an idian invasion, come to virginia preferably loudon county.
Identity Attack0.37730414
Insult0.08508729
Profanity0.080318145
Threat0.05397744
Severe Toxicity0.018320406
Moderate 0.32074678 Low Con 0.209 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Coming to Canada soon "A Muslim migrant enters a restaurant in Monaco and begins to pray. The manager politely asks him to leave, but he refuses and says that Muslims have the right to pray …
Coming to Canada soon "A Muslim migrant enters a restaurant in Monaco and begins to pray. The manager politely asks him to leave, but he refuses and says that Muslims have the right to pray wherever they want… The Europe we once knew is sinking; there is a new landlord… (Mabaterror)"
Identity Attack0.3825363
Insult0.110259406
Profanity0.02303812
Threat0.011456826
Severe Toxicity0.009613037
Moderate 0.32074678 Moderate Con 0.465
Sep 25, 2025 1 likes Why Canadians Are Turning Against …
Generational Canadians need to leave Canada and come back as Asylum Seeking Immigrants. Just say you are fleeing a Communist Dictatorship 🍌 Republic.
Generational Canadians need to leave Canada and come back as Asylum Seeking Immigrants. Just say you are fleeing a Communist Dictatorship 🍌 Republic.
Identity Attack0.29951343
Insult0.23237456
Profanity0.027820412
Threat0.008427517
Severe Toxicity0.011367798
Moderate 0.32074678 Low Con 0.176
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Monkeys
Monkeys
Identity Attack0.04048799
Insult0.27763805
Profanity0.22542313
Threat0.008311004
Severe Toxicity0.012359619
Moderate 0.32074678 Moderate Con 0.457
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
focal point of crime , car thefts human trafficking , hit and run...
focal point of crime , car thefts human trafficking , hit and run...
Identity Attack0.0076585566
Insult0.043250903
Profanity0.032894265
Threat0.44942492
Severe Toxicity0.019998873
Moderate 0.32074678 Low Con 0.272
Jan 9, 2026 Inside Canada's Indian Metropolis (Brampton)
A cheater must be cheat in one way or other...you create a program,make its look so attractive and easy to take aways the best doctors,nurses and so on into your first world...you are taking best …
A cheater must be cheat in one way or other...you create a program,make its look so attractive and easy to take aways the best doctors,nurses and so on into your first world...you are taking best of them into your country both their natural resources god take bless them. You too every good they have into your country america/Europe..you make their country look like ghetto and make yours look like paradise right ?so let me ask you this question please...isnt a crime for some living in ghetto later decide to live in paradise?go to India/africa all the best of the country have run to amarica and Europe...our police are corrupt..money made for their citizens to survive they will steal it hide it in western world,buying alot of properties all over the globe... All this issue is what world leaders have to address without that immigration problem will never stop...until today i still believe the law of nature...nobody is illegal
Identity Attack0.1015541
Insult0.27763805
Profanity0.094542764
Threat0.010757755
Severe Toxicity0.010910034
Moderate 0.32074678 Constructive 0.531 Moral_Argument
Feb 15, 2026 Canada's tighter immigration policy divides …
Epoch Times has a recent article out saying China has snuck in over 1000 spies into Canada. Somehow I think our globalist PMs from the WEF really don't give a flying monkey about it.
Epoch Times has a recent article out saying China has snuck in over 1000 spies into Canada. Somehow I think our globalist PMs from the WEF really don't give a flying monkey about it.
Identity Attack0.055218685
Insult0.3388922
Profanity0.104876526
Threat0.0082074385
Severe Toxicity0.0063705444
Moderate 0.32074678 Moderate Con 0.361 Unverified_Claim
Feb 24, 2026 1 likes LILLEY UNLEASHED: The fall of …
nobody likes them and nobody wants them. Canada was far better without them
nobody likes them and nobody wants them. Canada was far better without them
Identity Attack0.18235919
Insult0.16802633
Profanity0.026317406
Threat0.029415153
Severe Toxicity0.009384155
Moderate 0.32074678 Low Con 0.213 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Microsoft shipped in so many Indians to Redmond WA its ruined this area.
Microsoft shipped in so many Indians to Redmond WA its ruined this area.
Identity Attack0.35624164
Insult0.13969865
Profanity0.08807703
Threat0.02924249
Severe Toxicity0.012574885
Moderate 0.32074678 Low Con 0.243 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
For the love of god please fix this. I am an Indian immigrant here since I was 5 and a citizen since I was 12 and my husband is white and we both see the …
For the love of god please fix this. I am an Indian immigrant here since I was 5 and a citizen since I was 12 and my husband is white and we both see the hate rising. You have flood the country with unqualified and uneducated student immigrants and it’s making the rest of us who have been here 40 years scared. Immigration should be a mechanism that is used with high level discretion and sparingly not a replacement mechanism that fuels fear, hate, repulsion. 😟
Identity Attack0.32768643
Insult0.17610447
Profanity0.029596692
Threat0.009722093
Severe Toxicity0.010375977
Moderate 0.32074678 Constructive 0.743 Personal_Narrative
Sep 28, 2025 1 likes IRCC Names India in Study …
I feel for that lady,I'm a home owner, but not for long, I lost my job due to a back injury, I went back to school for DZ and heavy equipment tickets, graduated 7 months …
I feel for that lady,I'm a home owner, but not for long, I lost my job due to a back injury, I went back to school for DZ and heavy equipment tickets, graduated 7 months ago and unable to find work, I spent all my savings, in 3 years. I saved $75,000 over my 40 years, just to lose it all to the economy we live in today. I eat once every other day. I will be homeless by winter. And I see all the immigrants wearing Gucci, driving nice cars, living the life Canadians deserve. I'm ready to burn this government to the ground. I'm about to lose everything and there's nothing I can do to save my life.
Identity Attack0.19298288
Insult0.16890354
Profanity0.07643871
Threat0.34804323
Severe Toxicity0.02167734
Moderate 0.32074678 Constructive 0.672 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
The entire population of Canada could be replaced by Indians and there would still be a billion of them back home.
The entire population of Canada could be replaced by Indians and there would still be a billion of them back home.
Identity Attack0.3817989
Insult0.08459369
Profanity0.028503597
Threat0.03407705
Severe Toxicity0.017029278
Moderate 0.32074678 Low Con 0.168 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I would not want to leave my country for this kind of insult look how that polish guy was talking about them and tbh he's not totally wrong either I will rather live in my …
I would not want to leave my country for this kind of insult look how that polish guy was talking about them and tbh he's not totally wrong either I will rather live in my own country and make it a better place to live and not have buch of kids or maybe not even one ❤
Identity Attack0.27991617
Insult0.086852804
Profanity0.108590275
Threat0.021127338
Severe Toxicity0.01502803
Moderate 0.32074678 Constructive 0.627 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Metropolis (Brampton)
the whole vid tyler looks so cold 🤣🤣
the whole vid tyler looks so cold 🤣🤣
Identity Attack0.020882076
Insult0.06669625
Profanity0.196476
Threat0.025789235
Severe Toxicity0.01986976
Moderate 0.32074678 Moderate Con 0.319 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
😂 And they make it hell for students who paid all the double/triple fees and graduated and now working 😂😂😂
😂 And they make it hell for students who paid all the double/triple fees and graduated and now working 😂😂😂
Identity Attack0.012061302
Insult0.082866095
Profanity0.29053202
Threat0.009644418
Severe Toxicity0.013543231
Moderate 0.32074678 Moderate Con 0.385
Sep 29, 2025 IRCC Names India in Study …
I don’t hate Indians. I just don’t want to live in India. I’m thankful I don’t live in Brampton but how long before my town turns into Brampton. Liberal government is too blame and if …
I don’t hate Indians. I just don’t want to live in India. I’m thankful I don’t live in Brampton but how long before my town turns into Brampton. Liberal government is too blame and if you voted liberal again you are as well. When conservatives were in power immigration was capped
Identity Attack0.381025
Insult0.110259406
Profanity0.06295506
Threat0.011094344
Severe Toxicity0.013672344
Moderate 0.32074678 Constructive 0.589 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
There's ABSOLUTEY NO INCENTIVE for immigrants to LEARN TO SPEAK PROPER ENGLISH WHILE ON THE JOB .....because companies will hire them anyways.... they GET THE GREEN LIGHT!!!!!! THIS IS NOT A RACIST THOUGHT/BELIEF ..... THESE …
There's ABSOLUTEY NO INCENTIVE for immigrants to LEARN TO SPEAK PROPER ENGLISH WHILE ON THE JOB .....because companies will hire them anyways.... they GET THE GREEN LIGHT!!!!!! THIS IS NOT A RACIST THOUGHT/BELIEF ..... THESE ARE FACTS!!!!!!
Identity Attack0.34324843
Insult0.1342682
Profanity0.022628209
Threat0.00746953
Severe Toxicity0.012207031
Moderate 0.32074678 Moderate Con 0.311 Policy_Critique
Jan 27, 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.