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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: "I am immigrant here in …" 3,653 comments · Page 121 of 147
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...
Blame immigration for issuing student permit to a particular country when they know that more than half of these colleges are only there to earn money and their educational curriculum are not up to standard.
Blame immigration for issuing student permit to a particular country when they know that more than half of these colleges are only there to earn money and their educational curriculum are not up to standard.
Identity Attack0.055673428
Insult0.023221988
Profanity0.011577694
Threat0.006550381
Severe Toxicity0.0015640259
Low Tox 0.09568449 Low Con 0.278
Sep 28, 2025 141 likes IRCC Names India in Study …
Immigration consultants want more immigration. Wow.
Immigration consultants want more immigration. Wow.
Identity Attack0.04641757
Insult0.021288296
Profanity0.01261955
Threat0.006382086
Severe Toxicity0.0019073486
Low Tox 0.09568449 Low Con 0.221 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
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)
How can you not have an answer? Your communities and country is enhanced through immigration. Just as it was when you and your (most likely) British ancestors arrived there. Ask yourself.... is this about immigration …
How can you not have an answer? Your communities and country is enhanced through immigration. Just as it was when you and your (most likely) British ancestors arrived there. Ask yourself.... is this about immigration or colour? I think the latter.
Identity Attack0.05612817
Insult0.019999169
Profanity0.011628932
Threat0.006194372
Severe Toxicity0.0018978119
Low Tox 0.09481675 Constructive 0.667 Moral_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Allowing mass immigration of mostly military aged single men will only increase your population temporarily. If you really want to increase population long term they should be tilting the scales to 60% females < 30 …
Allowing mass immigration of mostly military aged single men will only increase your population temporarily. If you really want to increase population long term they should be tilting the scales to 60% females < 30 yo.
Identity Attack0.06158508
Insult0.01890341
Profanity0.012995303
Threat0.008116818
Severe Toxicity0.0020503998
Low Tox 0.09481675 Low Con 0.285 Policy_Critique
Jun 20, 2025 3 likes How Canada broke its immigration …
What is the message here? This guy has a conflict of interest.We don’t need more immigrants. We have large numbers of unemployed or under employed young Canadians who can do the work. A immigration moratorium …
What is the message here? This guy has a conflict of interest.We don’t need more immigrants. We have large numbers of unemployed or under employed young Canadians who can do the work. A immigration moratorium is required until the country gets its’s financial house in order.
Identity Attack0.055218685
Insult0.026058068
Profanity0.010552917
Threat0.0065956907
Severe Toxicity0.001964569
Low Tox 0.09481675 Constructive 0.516 Policy_Critique
Jan 19, 2026 8 likes Why Canada’s immigration system has …
4.9 million Visa holders, mostly from India! Visa holders are not immigrants.
4.9 million Visa holders, mostly from India! Visa holders are not immigrants.
Identity Attack0.08831879
Insult0.019419061
Profanity0.013849284
Threat0.0063238298
Severe Toxicity0.0018405914
Low Tox 0.09438288 Moderate Con 0.319 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
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)
total immigration moratorium for a few years.
total immigration moratorium for a few years.
Identity Attack0.045901958
Insult0.020643732
Profanity0.012073003
Threat0.0069387536
Severe Toxicity0.002002716
Low Tox 0.09394901 Low Con 0.203 Call_To_Action
Feb 17, 2026 17 likes LILLEY UNLEASHED: The fall of …
We need to be asylum seekers in are our own Country from our own Hostel Government and Collect 7000 a month to live that's how expensive living is in Canada and what Canada give to …
We need to be asylum seekers in are our own Country from our own Hostel Government and Collect 7000 a month to live that's how expensive living is in Canada and what Canada give to the immigrants while the Government cuts our program to pay for the immigrants only giving us 1/3 the immigrants get Also when Quality of life is so low we cant afford to have children
Identity Attack0.056582913
Insult0.02373764
Profanity0.010074687
Threat0.006550381
Severe Toxicity0.002002716
Low Tox 0.09394901 Constructive 0.558 Economic_Argument
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Immigration part doesn’t go far enough. You won’t even recognize this country or its waterways in 25 years.
Immigration part doesn’t go far enough. You won’t even recognize this country or its waterways in 25 years.
Identity Attack0.041261412
Insult0.020321451
Profanity0.011680172
Threat0.007521313
Severe Toxicity0.0019359589
Low Tox 0.09394901 Low Con 0.243
Jan 17, 2026 Canada’s new rules in 2026
at the first temple, the sikh elder chooses his words carefully. he speaks of “immigrants” and “humans,” not pointing to his own background. his choice of language feels open, as if belonging is something shared …
at the first temple, the sikh elder chooses his words carefully. he speaks of “immigrants” and “humans,” not pointing to his own background. his choice of language feels open, as if belonging is something shared by everyone. at the next temple, the hindu man talks about how it feels just like his hometown. the difference is telling: one way of speaking makes the community feel wide and inclusive, the other makes it feel narrow and personal. it leaves you wondering when we recreate only one person’s hometown, what happens to ours?
Identity Attack0.062039822
Insult0.029163294
Profanity0.018324144
Threat0.007909686
Severe Toxicity0.002412796
Low Tox 0.09394901 Constructive 0.646
Sep 19, 2025 18 likes Inside Canada's Indian Metropolis (Brampton)
Your job as a canadian what ever background is to protect it at whatever cost. Pr live under Sharia law spoken by a 1st generation immigrant
Your job as a canadian what ever background is to protect it at whatever cost. Pr live under Sharia law spoken by a 1st generation immigrant
Identity Attack0.060220852
Insult0.02618698
Profanity0.01220964
Threat0.006317357
Severe Toxicity0.002193451
Low Tox 0.09351514 Moderate Con 0.397 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Europe will need 265 Millions new immigrants
Europe will need 265 Millions new immigrants
Identity Attack0.051353373
Insult0.015948927
Profanity0.020783609
Threat0.009981008
Severe Toxicity0.003604889
Low Tox 0.09351514 Low Con 0.156 Comparative_Framing
Dec 25, 2025 Deportations From Canada at Their …
South Korean immigrant is good… correct?
South Korean immigrant is good… correct?
Identity Attack0.060675595
Insult0.019225692
Profanity0.013917602
Threat0.006543908
Severe Toxicity0.0021457672
Low Tox 0.09351514 Moderate Con 0.334
Jan 18, 2026 2.9 million Canadian temporary visas …
It's always funny to me when I hear "native canadians/americans etc", they just immigrated there like 200-300 years ago 🤣😅😂 like since industrial revolution, 2-3 chapters in history book
It's always funny to me when I hear "native canadians/americans etc", they just immigrated there like 200-300 years ago 🤣😅😂 like since industrial revolution, 2-3 chapters in history book
Identity Attack0.05612817
Insult0.025413504
Profanity0.0166845
Threat0.0063497215
Severe Toxicity0.0024795532
Low Tox 0.09351514 Moderate Con 0.327
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigration is being reduced by Carney. We’re all good
Immigration is being reduced by Carney. We’re all good
Identity Attack0.0440973
Insult0.020063626
Profanity0.013883443
Threat0.009437286
Severe Toxicity0.0025367737
Low Tox 0.09351514 Moderate Con 0.414 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
it's so heartbreaking to see the Canada today as a result of uncontrolled "immigration" from one country...
it's so heartbreaking to see the Canada today as a result of uncontrolled "immigration" from one country...
Identity Attack0.047706615
Insult0.0279513
Profanity0.010279642
Threat0.006265574
Severe Toxicity0.001821518
Low Tox 0.09308127 Constructive 0.547
Nov 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Also sue the busineses that wont hire you that have immigrants working full time or part time canadians get jobs first
Also sue the busineses that wont hire you that have immigrants working full time or part time canadians get jobs first
Identity Attack0.07177465
Insult0.022577424
Profanity0.011253181
Threat0.006809296
Severe Toxicity0.0019359589
Low Tox 0.0926474 Moderate Con 0.381 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
It's not becoming too conservative. It's more on a liberal level. As an immigrant, i see Canada heading down the same road as my country of origin, slowly becoming a "3rd world country." Why is …
It's not becoming too conservative. It's more on a liberal level. As an immigrant, i see Canada heading down the same road as my country of origin, slowly becoming a "3rd world country." Why is the government doing this if they truly loved this country?
Identity Attack0.053854458
Insult0.026960457
Profanity0.01220964
Threat0.0062979385
Severe Toxicity0.0019550323
Low Tox 0.0926474 Constructive 0.568
Aug 25, 2025 28 likes Why Canadians Are Turning Against …
Its not called Tim Hortons, it's "Singh Hortons" Thank you for bringing awarness to this MASSIVE IMMIGRATION ISSUE!
Its not called Tim Hortons, it's "Singh Hortons" Thank you for bringing awarness to this MASSIVE IMMIGRATION ISSUE!
Identity Attack0.039714564
Insult0.023608726
Profanity0.010313802
Threat0.006738094
Severe Toxicity0.0020885468
Low Tox 0.091913216 Constructive 0.614 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Immigration = housing shortages, rent/price increases, businesses can undercut wages and creates more job competition for everyone. Waiting lists for surgery, appointments and less money to upgrade hospitals. Less money to improve all social services. …
Immigration = housing shortages, rent/price increases, businesses can undercut wages and creates more job competition for everyone. Waiting lists for surgery, appointments and less money to upgrade hospitals. Less money to improve all social services. I could go on. You get the point yet?
Identity Attack0.048737846
Insult0.021481665
Profanity0.009903891
Threat0.006155535
Severe Toxicity0.0019359589
Low Tox 0.091913216 Constructive 0.64 Economic_Argument
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
and the same goes for all ppl regardless of citizen or immigrant as for trucker convoy they was undermining canada while accept money form foreing coubtrys ....
and the same goes for all ppl regardless of citizen or immigrant as for trucker convoy they was undermining canada while accept money form foreing coubtrys ....
Identity Attack0.04564415
Insult0.027841117
Profanity0.011406898
Threat0.007068211
Severe Toxicity0.0019264221
Low Tox 0.091913216 Moderate Con 0.373
Aug 28, 2025 Why Canadians Are Turning Against …
As for healthcare I was in the hospital because I had a kidney transplant but I'm a Canadian citizen born here in Alberta and I was at 55 at the time I had some autoimmune …
As for healthcare I was in the hospital because I had a kidney transplant but I'm a Canadian citizen born here in Alberta and I was at 55 at the time I had some autoimmune but anyway of a big problem is the nurses this particular nurse that would let in a person the wife of a person that was from Croatia or somewhere that was getting a kidney machine to take home on the Canadian tax dollar and the nurse would let the wife come in after hours have dinner and sleep in an extra cot every night for 2 weeks they caught her they told her she had to find other accommodations and then there's kept letting her in after the doctors and other nurses went home a lot of the problem in healthcare is because we have all immigrants now as nurses because all their people that were doing it quit because of covid
Identity Attack0.025002124
Insult0.03566399
Profanity0.021056883
Threat0.0072365063
Severe Toxicity0.0029182434
Low Tox 0.091913216 Constructive 0.78 Personal_Narrative
Feb 17, 2026 5 likes LILLEY UNLEASHED: The fall of …

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.