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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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Active: "The "immigrants" are not the …" 3,653 comments · Page 60 of 147
Canada is turning into INDIA 2.0. This country is literally unrecognizable in the past few years. The immigration system is a joke.
Canada is turning into INDIA 2.0. This country is literally unrecognizable in the past few years. The immigration system is a joke.
Identity Attack0.2700233
Insult0.2469859
Profanity0.02392626
Threat0.0069646453
Severe Toxicity0.007171631
Moderate 0.30527395 Low Con 0.294 Identity_Assertion
Feb 14, 2026 3 likes Inside Canada's Indian Invasion...
No one having kids ,no brainer ,life is expensive, immigration is not fixing our economy.
No one having kids ,no brainer ,life is expensive, immigration is not fixing our economy.
Identity Attack0.16801116
Insult0.23704576
Profanity0.023584666
Threat0.008738215
Severe Toxicity0.0090408325
Moderate 0.30527395 Moderate Con 0.35
Sep 1, 2025 Why Canadians Are Turning Against …
@rocanews - Why did you have to say "more original immigrants" @ 06:11 ? Why can't you just say white european ? That's what you meant right ? You do realise that the ONLY reason …
@rocanews - Why did you have to say "more original immigrants" @ 06:11 ? Why can't you just say white european ? That's what you meant right ? You do realise that the ONLY reason the "more original immigrants" were white was because nonwhite immigration into Canada was BANNED till 1962 right ?
Identity Attack0.3817989
Insult0.0817555
Profanity0.020988565
Threat0.00814271
Severe Toxicity0.008506775
Moderate 0.30527395 Moderate Con 0.394 Policy_Critique
Oct 2, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Oh thank god Canada immigration is looking into this fraud.
Oh thank god Canada immigration is looking into this fraud.
Identity Attack0.27682206
Insult0.22770336
Profanity0.028093686
Threat0.0069387536
Severe Toxicity0.0065994263
Moderate 0.30527395 Moderate Con 0.317 Solidarity
Sep 28, 2025 IRCC Names India in Study …
Skilled immigrants would never go to Quebec anyways.
Skilled immigrants would never go to Quebec anyways.
Identity Attack0.36702603
Insult0.15982662
Profanity0.02208166
Threat0.008220384
Severe Toxicity0.008850098
Moderate 0.30514878 Low Con 0.148 Comparative_Framing
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Immigration should be reserved for refugees not ppl who come and strip mine the country like these ppl
Immigration should be reserved for refugees not ppl who come and strip mine the country like these ppl
Identity Attack0.3072352
Insult0.11172232
Profanity0.04291453
Threat0.011974656
Severe Toxicity0.011062622
Moderate 0.30514878 Low Con 0.243
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Just copy what the U.S. is doing. They should set up an ICE task force like USA to hunt down illegal immigrants ☕
Just copy what the U.S. is doing. They should set up an ICE task force like USA to hunt down illegal immigrants ☕
Identity Attack0.30256465
Insult0.0811385
Profanity0.019690514
Threat0.13815513
Severe Toxicity0.011291504
Moderate 0.30514878 Low Con 0.235
Sep 29, 2025 IRCC Names India in Study …
Liberal Government Incompetence? No, Think.... Diabolical. Our historically successful immigration program, and the entire Carbon Tax/Credit/Capture system of values "is being abused'' to promote economic STAGFLATION in our nation, by WEF Great Reset Agenda influenced, …
Liberal Government Incompetence? No, Think.... Diabolical. Our historically successful immigration program, and the entire Carbon Tax/Credit/Capture system of values "is being abused'' to promote economic STAGFLATION in our nation, by WEF Great Reset Agenda influenced, Carney/Liberal government design.
Identity Attack0.038683333
Insult0.25404143
Profanity0.08613731
Threat0.0077154995
Severe Toxicity0.007019043
Moderate 0.30514878 Low Con 0.271 Unverified_Claim
Mar 2, 2026 1 likes LILLEY UNLEASHED: The fall of …
I think in comments every Indian is trying to justifying the illegal immigrants. So every indian, should also accept the illegal immigrants from bangladesh and Pakistan which are coming to India
I think in comments every Indian is trying to justifying the illegal immigrants. So every indian, should also accept the illegal immigrants from bangladesh and Pakistan which are coming to India
Identity Attack0.38176915
Insult0.15343215
Profanity0.06345607
Threat0.011353259
Severe Toxicity0.013478675
Moderate 0.30514878 Moderate Con 0.483
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada must limit the number of Immigration consultants shops. They're the real force behind indian Immigration fraud.
Canada must limit the number of Immigration consultants shops. They're the real force behind indian Immigration fraud.
Identity Attack0.37012735
Insult0.16831873
Profanity0.022559889
Threat0.007948523
Severe Toxicity0.008163452
Moderate 0.30514878 Moderate Con 0.335
Oct 1, 2025 1 likes IRCC Names India in Study …
Why are immigrants running the country?
Why are immigrants running the country?
Identity Attack0.37432748
Insult0.07935401
Profanity0.03189224
Threat0.0074048014
Severe Toxicity0.009498596
Moderate 0.30514878 Low Con 0.206 Unverified_Claim
Dec 7, 2025 1 likes IRCC Names India in Study …
I cry every time I see my fellow Canadians living in tents, jobless , homeless, without doctors and hungry. We really need a break and compassion from what our own government has done to us …
I cry every time I see my fellow Canadians living in tents, jobless , homeless, without doctors and hungry. We really need a break and compassion from what our own government has done to us with this out of control insane mass immigration / invasion.
Identity Attack0.23542951
Insult0.24928534
Profanity0.020578653
Threat0.008789998
Severe Toxicity0.0077056885
Moderate 0.30502358 Constructive 0.541
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
My family came to this country 35 years. My parents were educated, they brought over money and skill, we went through background checks to confirm we were not criminals. We paid taxes and we contributed …
My family came to this country 35 years. My parents were educated, they brought over money and skill, we went through background checks to confirm we were not criminals. We paid taxes and we contributed to the society. Now everything is different. The problem is not immigrants. The immigrants who come here properly are fine. They do not burden the society. The problems are illegals and refugees. They drain the society and create crimes. That’s what you gotta stop.
Identity Attack0.35624164
Insult0.1823172
Profanity0.020373698
Threat0.010239923
Severe Toxicity0.0119018555
Moderate 0.30502358 Constructive 0.659
Aug 26, 2025 Why Canadians Are Turning Against …
And this message is paid by the trustworthy CBC news media and it's affiliates who are subsidized by the federal liberal government who taxes the hell out of it's true natural born or legally immigrant …
And this message is paid by the trustworthy CBC news media and it's affiliates who are subsidized by the federal liberal government who taxes the hell out of it's true natural born or legally immigrant citizens that are always lied to from opposition government who are handcuffed by leftist government agencies or crown corporations who don't support in hiring these illegals that are sitting at home watching television on our welfare system , waiting to help us on our national tragedies , that our red cross agencies have to do ,by themselves to relieve economic and emotional distress. Is that enough brain washing and political rhetoric , or should I continue, that not only a tenth of the situations we are facing.
Identity Attack0.17381613
Insult0.24928534
Profanity0.1719469
Threat0.011430934
Severe Toxicity0.013414118
Moderate 0.30502358 Moderate Con 0.475
Sep 25, 2018 How much do refugees and …
Not just brown town in Brampton it’s all over. Worst thing man is they are training ppl in Punjab at the local stores. Train ppl in English or French it’s Canada. I find it ignorant …
Not just brown town in Brampton it’s all over. Worst thing man is they are training ppl in Punjab at the local stores. Train ppl in English or French it’s Canada. I find it ignorant to train ppl in a language that Canadians don’t use. I go into Tim Hortons in a small town and they barely know English. Ask for cream get sugar everytime man. the culture sometimes is rude and short with ppl. Too many apartments and rentals are putting student immigrants first instead of Canada students. The driving is unreal saw immigrants driving in the middle of the road!! Like wtf. It’s out of control.
Identity Attack0.18705739
Insult0.27763805
Profanity0.04667213
Threat0.007883795
Severe Toxicity0.007019043
Moderate 0.30502358 Constructive 0.661 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We need to take care of our own first. I am tempted by the threat of sharia law to be against Muslim people, although I realize that most are not bad but the radicals and …
We need to take care of our own first. I am tempted by the threat of sharia law to be against Muslim people, although I realize that most are not bad but the radicals and their rate of reproducing scares me. We are losing Canada not just to trump but to the new immigrants. What should we do?
Identity Attack0.3817989
Insult0.08508729
Profanity0.020032106
Threat0.014566151
Severe Toxicity0.00869751
Moderate 0.3048984 Constructive 0.721 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
yup immigrant dont py taxes - homeless guy on steet
yup immigrant dont py taxes - homeless guy on steet
Identity Attack0.3043136
Insult0.16266862
Profanity0.02433617
Threat0.007961469
Severe Toxicity0.008163452
Moderate 0.3048984 Low Con 0.226
Nov 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberals using borrowed money to pay for immigration healthcare when Canadians cannot get care is absurd.
Liberals using borrowed money to pay for immigration healthcare when Canadians cannot get care is absurd.
Identity Attack0.16159154
Insult0.26957804
Profanity0.022764845
Threat0.0071070488
Severe Toxicity0.004863739
Moderate 0.3047732 Low Con 0.196 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Canadian immigration system has become politically corrupted.
Canadian immigration system has become politically corrupted.
Identity Attack0.19298288
Insult0.25205973
Profanity0.03690237
Threat0.00780612
Severe Toxicity0.005874634
Moderate 0.3047732 Low Con 0.127 Policy_Critique
Dec 17, 2025 IRCC Names India in Study …
they just mad that the new influx of immigrants got a darker skin tone and a thick accent
they just mad that the new influx of immigrants got a darker skin tone and a thick accent
Identity Attack0.36702603
Insult0.08508729
Profanity0.08193458
Threat0.0091524795
Severe Toxicity0.010070801
Moderate 0.3047732 Low Con 0.256
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Not just out of control illegal immigration, it’s illegal immigrants that share non of our values or beliefs.
Not just out of control illegal immigration, it’s illegal immigrants that share non of our values or beliefs.
Identity Attack0.35624164
Insult0.15627414
Profanity0.018187506
Threat0.0074954215
Severe Toxicity0.008811951
Moderate 0.3047732 Low Con 0.247
Aug 25, 2025 Why Canadians Are Turning Against …
Shut the immigration, enough is enough
Shut the immigration, enough is enough
Identity Attack0.2846865
Insult0.06285016
Profanity0.036401358
Threat0.05203775
Severe Toxicity0.013155893
Moderate 0.3047732 Low Con 0.206 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
How on earth can you give 50% of all immigration permits to just ONE nationality...
How on earth can you give 50% of all immigration permits to just ONE nationality...
Identity Attack0.17769934
Insult0.06739554
Profanity0.2268346
Threat0.007068211
Severe Toxicity0.011672974
Moderate 0.3047732 Low Con 0.218 Unverified_Claim
Sep 19, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
PISSED? Tell Mark Carney. I know of apartments that are owned by immigrants who became Canadians and they only rent to immigrants (their own people). It almost seems that the rental laws don't apply to …
PISSED? Tell Mark Carney. I know of apartments that are owned by immigrants who became Canadians and they only rent to immigrants (their own people). It almost seems that the rental laws don't apply to them.
Identity Attack0.22261032
Insult0.24171697
Profanity0.12727508
Threat0.007547205
Severe Toxicity0.010223389
Moderate 0.3047732 Constructive 0.636
Aug 25, 2025 88 likes Why Canadians Are Turning Against …
Pretty soon immigrants will just need a pulse and boom they're making hundreds of thousands à year
Pretty soon immigrants will just need a pulse and boom they're making hundreds of thousands à year
Identity Attack0.33060804
Insult0.09416737
Profanity0.0569429
Threat0.039602257
Severe Toxicity0.013801457
Moderate 0.30464804 Low Con 0.125 Unverified_Claim
Jan 11, 2026 Canada’s new rules in 2026

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.