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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 #}

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Active: "And from the numbers that …" 415 comments · Page 14 of 17
The large influx of new immigrants is placing significant pressure on both the housing and rental markets. Simultaneously, the labour market is becoming increasingly unbalanced, creating economic challenges and a potential recession in the near …
The large influx of new immigrants is placing significant pressure on both the housing and rental markets. Simultaneously, the labour market is becoming increasingly unbalanced, creating economic challenges and a potential recession in the near future. Young people who grew up here are particularly affected, as many cannot afford to leave their parents' homes, to pay rent, and eventually purchase their own houses. The number of immigrants must align with the health care and economic capacity of provinces to sustain the housing and job markets. Currently, this balance is disrupted, leading to consequences that impact everyone.
Identity Attack0.023595277
Insult0.01617693
Profanity0.011765569
Threat0.0068869707
Severe Toxicity0.0012397766
Low Tox 0.04240986 Constructive 0.635
Nov 26, 2025 Quebec Ends Economic Immigration Program …
I know ppl love to blame the gouvernement for it, with reason, but dont forget those corporation who always need more cheap labours and how they try to scare ppl after the covid telling us …
I know ppl love to blame the gouvernement for it, with reason, but dont forget those corporation who always need more cheap labours and how they try to scare ppl after the covid telling us how the economy will collapse if we dont bring masive number of new workers.
Identity Attack0.0061046463
Insult0.018967867
Profanity0.012346277
Threat0.0069646453
Severe Toxicity0.0009965897
Low Tox 0.040925518 Constructive 0.507
Aug 29, 2025 Why Canadians Are Turning Against …
The deportation number is beside the point. How many are you letting in?
The deportation number is beside the point. How many are you letting in?
Identity Attack0.012541492
Insult0.011540901
Profanity0.010262563
Threat0.008013252
Severe Toxicity0.0011253357
Low Tox 0.039462693 Low Con 0.195 Question
Dec 24, 2025 515 likes Deportations From Canada at Their …
I totally agree with descendants of Canada. Immigration should be limited to a certain percentage and shouldn't be encouraged more than the set percentage. Because the developed countries citizens won't get the opportunity in developing …
I totally agree with descendants of Canada. Immigration should be limited to a certain percentage and shouldn't be encouraged more than the set percentage. Because the developed countries citizens won't get the opportunity in developing countries as they would be limited to their own country or limited to other developed countries. Developed countries numbers are in fewer. Contrary to this Us and western countries should stop conflicts in other countries which would allow other countries to develop.
Identity Attack0.02138452
Insult0.016936934
Profanity0.0113727385
Threat0.007327127
Severe Toxicity0.0014591217
Low Tox 0.03875561 Constructive 0.715
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
I knew people working at Immigration back in 2018, and they were raising concerns with their supervisors about significant fraudulent applications, but were told to keep pushing people through because the government wanted numbers.
I knew people working at Immigration back in 2018, and they were raising concerns with their supervisors about significant fraudulent applications, but were told to keep pushing people through because the government wanted numbers.
Identity Attack0.010137413
Insult0.019032324
Profanity0.011509376
Threat0.006492125
Severe Toxicity0.00089645386
Low Tox 0.038519915 Constructive 0.569 Personal_Narrative
Feb 26, 2026 53 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Go "Bigger"or go home ... the numbers need to be MASSIVE ... not the odd 1000 here and there 🫣🍻🇬🇧🎅
Go "Bigger"or go home ... the numbers need to be MASSIVE ... not the odd 1000 here and there 🫣🍻🇬🇧🎅
Identity Attack0.0035147965
Insult0.01640493
Profanity0.012892825
Threat0.0069905366
Severe Toxicity0.0014972687
Low Tox 0.037105743 Moderate Con 0.322
Dec 26, 2025 Deportations From Canada at Their …
The number should be cut to 0.
The number should be cut to 0.
Identity Attack0.0048097214
Insult0.009868891
Profanity0.016957775
Threat0.012181788
Severe Toxicity0.0017738342
Low Tox 0.035220183 Low Con 0.158 Policy_Critique
Jan 4, 2026 New rules, regulations take effect …
We should quadruple that number !!!!!
We should quadruple that number !!!!!
Identity Attack0.005956655
Insult0.010552894
Profanity0.017162729
Threat0.010550622
Severe Toxicity0.002708435
Low Tox 0.035220183 Moderate Con 0.316 Solidarity
Jan 1, 2026 Deportations From Canada at Their …
Yes, the numbers suggest we had a lot of indian students here 2023-2024. Those numbers have declined massively in 2025-26. Things don't change overnight, but things are getting fixed slowly.
Yes, the numbers suggest we had a lot of indian students here 2023-2024. Those numbers have declined massively in 2025-26. Things don't change overnight, but things are getting fixed slowly.
Identity Attack0.028418748
Insult0.012186904
Profanity0.014054239
Threat0.007262398
Severe Toxicity0.0014019012
Low Tox 0.035220183 Constructive 0.641 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
They need a moritorium for 5 years. These numbers are just a drop in the bucket
They need a moritorium for 5 years. These numbers are just a drop in the bucket
Identity Attack0.0026823445
Insult0.015948927
Profanity0.013576009
Threat0.0077802283
Severe Toxicity0.0010824203
Low Tox 0.034984488 Low Con 0.137 Policy_Critique
Jan 6, 2026 1 likes New rules, regulations take effect …
Pay no Taxes, bro I have paid more tax in Indian rupees equivalent to the number of hairs on my scalp that too just working as a student. We were paying NO TAXES on income …
Pay no Taxes, bro I have paid more tax in Indian rupees equivalent to the number of hairs on my scalp that too just working as a student. We were paying NO TAXES on income taxes of basic income categories. Here it is 20--25% even if u are just earning minimum wage.
Identity Attack0.010655383
Insult0.015644927
Profanity0.013166099
Threat0.0059257476
Severe Toxicity0.0010061264
Low Tox 0.034984488 Constructive 0.59 Economic_Argument
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Dude saying he’s not a number. He’s a literally a number to the ministry. Everyone is a number. No one owes anyone anything. The majority of Canadians are asking for a cut to immigration. I …
Dude saying he’s not a number. He’s a literally a number to the ministry. Everyone is a number. No one owes anyone anything. The majority of Canadians are asking for a cut to immigration. I for one celebrate that governments are doing what the majority wants instead of catering to the few. If it didn’t work out, that’s too bad.
Identity Attack0.0076585566
Insult0.017872108
Profanity0.011355659
Threat0.0062979385
Severe Toxicity0.0008249283
Low Tox 0.034984488 Constructive 0.661 Policy_Critique
Nov 20, 2025 82 likes Quebec Ends Economic Immigration Program …
This feels 6-8 years too late, You could even argue it as far back as 2010. We should've never kept our numbers at such high of a % of our population, it should've always been …
This feels 6-8 years too late, You could even argue it as far back as 2010. We should've never kept our numbers at such high of a % of our population, it should've always been focused industries only such as agriculture. Instead our business model is basically : Cheap Labour via Worker Visas, Housing Market due to quick and massive population boost and Student Visas making them pay 3.5x more than regular students that encourages post-secondary schools to choose international over domestic which may also have long-term consequences as we see many immigrants go back to their home or take their degree to a higher paying nation.
Identity Attack0.003884775
Insult0.019419061
Profanity0.013576009
Threat0.00636914
Severe Toxicity0.0010824203
Low Tox 0.034748793 Constructive 0.527 Policy_Critique
Jan 19, 2026 9 likes Why Canada’s immigration system has …
I think immigration would result in assimilation if you had small numbers of people from all countries. But many countries around the world have millions of immigrants from only a few countries like India etc.
I think immigration would result in assimilation if you had small numbers of people from all countries. But many countries around the world have millions of immigrants from only a few countries like India etc.
Identity Attack0.025806036
Insult0.010476895
Profanity0.014600786
Threat0.0070164283
Severe Toxicity0.0014591217
Low Tox 0.034748793 Moderate Con 0.495 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Lets talk about the homeless demographics!!!! And the expolsion of tbe number of CANADIANS LIVING HOMELESS IN THE LAST 5 YEARS
Lets talk about the homeless demographics!!!! And the expolsion of tbe number of CANADIANS LIVING HOMELESS IN THE LAST 5 YEARS
Identity Attack0.014852738
Insult0.013592913
Profanity0.009545219
Threat0.006835188
Severe Toxicity0.0013160706
Low Tox 0.034513097 Moderate Con 0.37 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Look this comedy "sorry I don't have the status". 😂 imagine the IRCC don't have the right number for student😂
Look this comedy "sorry I don't have the status". 😂 imagine the IRCC don't have the right number for student😂
Identity Attack0.0030523231
Insult0.01632893
Profanity0.013678487
Threat0.006589218
Severe Toxicity0.00092983246
Low Tox 0.034041706 Moderate Con 0.329
Nov 7, 2025 IRCC Names India in Study …
having an immigration lawyer talk about high immigration numbers is like a real estate agent arguing housing prices should keep rising — it directly benefits their business, so their opinion isn’t neutral expertise, it’s aligned …
having an immigration lawyer talk about high immigration numbers is like a real estate agent arguing housing prices should keep rising — it directly benefits their business, so their opinion isn’t neutral expertise, it’s aligned with self-interest
Identity Attack0.013144426
Insult0.014504919
Profanity0.0103992
Threat0.006016368
Severe Toxicity0.0008058548
Low Tox 0.032863233 Moderate Con 0.347 Policy_Critique
Jan 19, 2026 316 likes Why Canada’s immigration system has …
Deportation is always expensive. Using the numbers in this video, it's over $4k per deportee. The real problem is that too many are let into Canada in the first place. As well, it sounds like …
Deportation is always expensive. Using the numbers in this video, it's over $4k per deportee. The real problem is that too many are let into Canada in the first place. As well, it sounds like they are mainly going after refugee claimants, but there are similarly large, if not larger, numbers of TFWs and international "students" (who are not really students) with expired visas.
Identity Attack0.014450782
Insult0.012756908
Profanity0.010296722
Threat0.006382086
Severe Toxicity0.0008869171
Low Tox 0.032863233 Constructive 0.683
Dec 30, 2025 Deportations From Canada at Their …
Answer to question number 88 is wrong. It should be Iceland not France. The first European settlers were the Vikings from Iceland reached Labrador and the island of Newfoundland. It is mentioned on page 14.
Answer to question number 88 is wrong. It should be Iceland not France. The first European settlers were the Vikings from Iceland reached Labrador and the island of Newfoundland. It is mentioned on page 14.
Identity Attack0.014551271
Insult0.0116169015
Profanity0.014156717
Threat0.007365964
Severe Toxicity0.0012493134
Low Tox 0.032627538 Constructive 0.515 Meta_Commentary
Jul 31, 2025 19 likes Canadian Citizenship Test 2025 – …
i believe they play with the numbers, they should start ramp up security on borders but yea, its not quick enough anyways
i believe they play with the numbers, they should start ramp up security on borders but yea, its not quick enough anyways
Identity Attack0.009064475
Insult0.010590895
Profanity0.014464149
Threat0.00951496
Severe Toxicity0.0016021729
Low Tox 0.031331215 Low Con 0.243 Unverified_Claim
Dec 25, 2025 Deportations From Canada at Their …
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the …
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the number of babies that they want. In fact, reward them for having babies, make it cost free like it was in the USSR..... If Canada (or the US) offered free housing, free childcare, and guaranteed jobs (the USSR model), the "labor shortage" and "birth rate crisis" would vanish in 9 months.
Identity Attack0.008361516
Insult0.014504919
Profanity0.010979908
Threat0.0072753434
Severe Toxicity0.0011491776
Low Tox 0.031331215 Constructive 0.53 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
Yeah, the majority here in Ontario are happy that the government is getting it under control, and unfortunately, the method is not fair. The missing parts of the report are: 1) the government has increased …
Yeah, the majority here in Ontario are happy that the government is getting it under control, and unfortunately, the method is not fair. The missing parts of the report are: 1) the government has increased the number of permanent residency spots to convert temporary residents, but the increase is not proportionate. 2) The reason why we had an increase in temporary residents was because corporations (like Tim Horton's) lobbied the government to let in more temporary workers whom they can underpay and exploit, as the employees don't have as many rights. So now it is not surprising that they are lobbying against the changes.
Identity Attack0.0042917514
Insult0.018516673
Profanity0.01220964
Threat0.0063238298
Severe Toxicity0.0010061264
Low Tox 0.031213367 Constructive 0.778 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
So contradicting her own numbers contradict her seying
So contradicting her own numbers contradict her seying
Identity Attack0.0032003147
Insult0.014580919
Profanity0.011970525
Threat0.0062785195
Severe Toxicity0.0007724762
Low Tox 0.030741978 Low Con 0.183
Sep 20, 2019 How much do refugees and …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and almost every fast food restaurant lets them work there without having Canadian taxes taking off their checks.Plus what happen to that box on most applications where it says are you legally allowed to work in Canada.
Identity Attack0.02238941
Insult0.0116169015
Profanity0.010074687
Threat0.005809236
Severe Toxicity0.0009393692
Low Tox 0.030388435 Constructive 0.616
Dec 14, 2025 How Canada broke its immigration …
That's not slashing immigration numbers, that's slightly decreasing them.
That's not slashing immigration numbers, that's slightly decreasing them.
Identity Attack0.016762028
Insult0.0094128875
Profanity0.011048226
Threat0.00666042
Severe Toxicity0.0009584427
Low Tox 0.02968135 Low Con 0.28
Jan 3, 2026 115 likes New rules, regulations take effect …

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.