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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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Active: "Canada is doing more to …" 6,088 comments · Page 181 of 244
BORN IN CANADA RAISED IN INDIA
BORN IN CANADA RAISED IN INDIA
Identity Attack0.06158508
Insult0.02425329
Profanity0.022901481
Threat0.007819066
Severe Toxicity0.004310608
Low Tox 0.09611836 Low Con 0.262 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
After watching this I don’t think I’m going to go to Canada.
After watching this I don’t think I’m going to go to Canada.
Identity Attack0.040745795
Insult0.02173949
Profanity0.011936366
Threat0.007586042
Severe Toxicity0.0021839142
Low Tox 0.09611836 Moderate Con 0.348 Personal_Narrative
Feb 13, 2026 Inside Canada's Indian Invasion...
Canada police Body Cams must be hilarious
Canada police Body Cams must be hilarious
Identity Attack0.021987455
Insult0.027605021
Profanity0.024609445
Threat0.010472948
Severe Toxicity0.003604889
Low Tox 0.09611836 Low Con 0.193 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
There is a selection process in our immigration and this is full of misinformation. Canada is about immigration. Who are these people complaining.
There is a selection process in our immigration and this is full of misinformation. Canada is about immigration. Who are these people complaining.
Identity Attack0.035589635
Insult0.03235855
Profanity0.0118338885
Threat0.006155535
Severe Toxicity0.0014305115
Low Tox 0.09611836 Moderate Con 0.474 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
After the Amin saga in Uganda, Canada and Uk invited the Indians to their countries, because they were interested in what they could do to boost their economy, why are they complaining now? Those are …
After the Amin saga in Uganda, Canada and Uk invited the Indians to their countries, because they were interested in what they could do to boost their economy, why are they complaining now? Those are now Canadians
Identity Attack0.07425626
Insult0.025284592
Profanity0.011765569
Threat0.006420923
Severe Toxicity0.001783371
Low Tox 0.09611836 Moderate Con 0.408 Moral_Argument
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow 10 people deported look out Canada finally taking action
Wow 10 people deported look out Canada finally taking action
Identity Attack0.036105253
Insult0.023093075
Profanity0.011150704
Threat0.009566744
Severe Toxicity0.0022125244
Low Tox 0.09611836 Low Con 0.22 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Canada is the WEF playground.
Canada is the WEF playground.
Identity Attack0.047190998
Insult0.0314771
Profanity0.017026093
Threat0.0074306927
Severe Toxicity0.0028800964
Low Tox 0.09568449 Low Con 0.098 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
bla,bla,bla et rien, canada besoin le loi C-4 très facile.
bla,bla,bla et rien, canada besoin le loi C-4 très facile.
Identity Attack0.008102531
Insult0.061451588
Profanity0.014293353
Threat0.0066151097
Severe Toxicity0.0030899048
Low Tox 0.09568449 Low Con 0.196 Policy_Critique
Oct 14, 2025 1 likes IRCC Names India in Study …
This is all of canada, by the way. There might be areas that are more concentrated. But I would go to say that there's places that are at least forty creeping up on fifty percent …
This is all of canada, by the way. There might be areas that are more concentrated. But I would go to say that there's places that are at least forty creeping up on fifty percent east India. Now in all parts of Canada. Not to say there isn't chinese filipino.Everything else here.But, yeah, east indian is number one right now 🎉
Identity Attack0.09162762
Insult0.022770792
Profanity0.01620627
Threat0.006925808
Severe Toxicity0.002298355
Low Tox 0.09568449 Constructive 0.579 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Is he serious? He said he doesn’t see any difference between India and Canada? Really?!!
Is he serious? He said he doesn’t see any difference between India and Canada? Really?!!
Identity Attack0.053399716
Insult0.026702631
Profanity0.015113175
Threat0.0061878995
Severe Toxicity0.0019454956
Low Tox 0.09568449 Low Con 0.228 Question
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Segregation—whether by income, race, or religion—is deeply embedded across North America. In many ways, it defines how communities are formed. People are often drawn to this continent precisely because they believe they can find a …
Segregation—whether by income, race, or religion—is deeply embedded across North America. In many ways, it defines how communities are formed. People are often drawn to this continent precisely because they believe they can find a place where they feel they belong—whether it's a gated community with an average household income of $250,000, or a neighborhood where Italian is predominantly spoken. With the exception of Indigenous peoples, everyone here has settled on land that once belonged to someone else, reshaping it to fit their own culture and needs. In Canada, this dynamic is particularly visible. It’s one of the easiest countries in the world to migrate to—whether through official channels or otherwise—largely due to historically lenient laws. Beyond immigration, Canada faces deeper systemic challenges. From weak enforcement around serious crimes to broader identity issues, the country may be in need of a serious re-evaluation. At its core, Canada must ask itself what it stands for, and what kind of nation it wants to be.
Identity Attack0.06704199
Insult0.02425329
Profanity0.027137227
Threat0.00967031
Severe Toxicity0.0031280518
Low Tox 0.09568449 Constructive 0.672 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods …
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods the government of Canada is doing to push the numbers too high and too quickly is what's surprising to many. It's the accountability of the government that should be under scrutiny. If immigration was moderate and consistent, the social issues would not be as rampant, but social media loves stir the pot. This is also happening while Canada's housing infrastructure is crumbling, healthcare is deteriorating and general cost of living in Canada has skyrocketed and priced many Canadians out of simple living and enjoyment. Do you think Canadians today are as happy or well off as Canadians even 5 years ago? Do the results reflect that of other countries besides Canada?
Identity Attack0.049989145
Insult0.032138187
Profanity0.017914234
Threat0.007145886
Severe Toxicity0.0020599365
Low Tox 0.09568449 Constructive 0.863 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Amen its about time canadians canada first ffs
Amen its about time canadians canada first ffs
Identity Attack0.052035484
Insult0.029273475
Profanity0.03389629
Threat0.0097738765
Severe Toxicity0.004043579
Low Tox 0.09568449 Moderate Con 0.339
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Bring ICE to canada!! STOP villifying Danielle Smith. She's right!!
Bring ICE to canada!! STOP villifying Danielle Smith. She's right!!
Identity Attack0.012641981
Insult0.031917825
Profanity0.011782649
Threat0.009540852
Severe Toxicity0.0022411346
Low Tox 0.09525062 Moderate Con 0.432 Call_To_Action
Feb 23, 2026 4 likes LILLEY UNLEASHED: The fall of …
I read a story about a guy a few years ago who came from India on a student Visa and planned on staying and therefore wanted to change the Canadian flag. He said he was …
I read a story about a guy a few years ago who came from India on a student Visa and planned on staying and therefore wanted to change the Canadian flag. He said he was appalled and felt as a migrant it was offensive because Canada and by extension its flag was part of the Commonwealth and Britain's imperialist history with India made the Canadian flag offensive. 😳 I probably don't have to tell you what kind of comments he got.
Identity Attack0.060675595
Insult0.027347196
Profanity0.013576009
Threat0.007081157
Severe Toxicity0.0020313263
Low Tox 0.09525062 Constructive 0.74
Aug 25, 2025 22 likes Why Canadians Are Turning Against …
Canada wanted cheap labour and when the cheap labours are here they now need class. Remember you needed "cheap" labour in the first place.
Canada wanted cheap labour and when the cheap labours are here they now need class. Remember you needed "cheap" labour in the first place.
Identity Attack0.025605056
Insult0.039151907
Profanity0.011150704
Threat0.005825418
Severe Toxicity0.0013446808
Low Tox 0.09525062 Low Con 0.3 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
i'm a citizen of the U.S, much could i get if i sneak over to canada
i'm a citizen of the U.S, much could i get if i sneak over to canada
Identity Attack0.056582913
Insult0.017485369
Profanity0.016752819
Threat0.012440704
Severe Toxicity0.0029563904
Low Tox 0.09481675 Moderate Con 0.36
Nov 22, 2019 How much do refugees and …
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 …
These are the people who are expected to "defend Canada" because they have such an ancestral love of it and not because they're economic migrants looking for the most money at the lowest personal cost.
These are the people who are expected to "defend Canada" because they have such an ancestral love of it and not because they're economic migrants looking for the most money at the lowest personal cost.
Identity Attack0.048737846
Insult0.031807642
Profanity0.011116544
Threat0.006000186
Severe Toxicity0.0016021729
Low Tox 0.09481675 Moderate Con 0.484 Identity_Assertion
Jan 23, 2026 Inside Canada's Indian Metropolis (Brampton)
Make the bike guy to run for a prime minister of Canada
Make the bike guy to run for a prime minister of Canada
Identity Attack0.005512681
Insult0.042665333
Profanity0.014634945
Threat0.008582866
Severe Toxicity0.0017738342
Low Tox 0.09438288 Low Con 0.202 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
it is so impossible to live in Canada now! We need the country back! I don't even know why there are so many of them! spreading population in Canada
it is so impossible to live in Canada now! We need the country back! I don't even know why there are so many of them! spreading population in Canada
Identity Attack0.04822223
Insult0.024897853
Profanity0.01402008
Threat0.007262398
Severe Toxicity0.002670288
Low Tox 0.09438288 Moderate Con 0.495 Fear_Threat
Nov 3, 2025 IRCC Names India in Study …
I have next to no faith in Canada's justice system.
I have next to no faith in Canada's justice system.
Identity Attack0.031464707
Insult0.025929155
Profanity0.011423977
Threat0.007081157
Severe Toxicity0.0018310547
Low Tox 0.09438288 Low Con 0.299 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
The best doctors in canada come from india they should thank immigration
The best doctors in canada come from india they should thank immigration
Identity Attack0.06658725
Insult0.022061773
Profanity0.01620627
Threat0.006912862
Severe Toxicity0.0029945374
Low Tox 0.09438288 Low Con 0.252
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
In the dim glow of his rented basement apartment, Marc stared at the latest rent increase notice and whispered to himself, “Why is every square foot in Canada worth more than my future?” He scrolled …
In the dim glow of his rented basement apartment, Marc stared at the latest rent increase notice and whispered to himself, “Why is every square foot in Canada worth more than my future?” He scrolled through forums, government reports, and angry comment threads, zoning laws, all pieces of a puzzle that refused to assemble. Each explanation felt true yet insufficient, like a single brick pretending to be a house; the deeper he dug, the more the reasons multiplied without ever adding up to certainty. By dawn he closed the laptop, still ignorant, still paying, and still murmuring the same unanswerable question into the expensive silence.
Identity Attack0.008028535
Insult0.04852104
Profanity0.016889455
Threat0.007094103
Severe Toxicity0.0019454956
Low Tox 0.09438288 Constructive 0.503 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians call Canada a mini punjab 😅 .Canadian is a nice people 🫰 no hate only good vibes ❤❤ 🇮🇳
Indians call Canada a mini punjab 😅 .Canadian is a nice people 🫰 no hate only good vibes ❤❤ 🇮🇳
Identity Attack0.06522302
Insult0.02567133
Profanity0.020100424
Threat0.0071199946
Severe Toxicity0.0029182434
Low Tox 0.09394901 Constructive 0.539 Solidarity
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.