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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: "why does she just keep …" 628 comments · Page 17 of 26
Keep raising the number of deportations and we'll be on the right track.
Keep raising the number of deportations and we'll be on the right track.
Identity Attack0.062039822
Insult0.021352753
Profanity0.012892825
Threat0.012440704
Severe Toxicity0.0034332275
Low Tox 0.11652588 Moderate Con 0.406 Call_To_Action
Dec 30, 2025 Deportations From Canada at Their …
When the sink is full do you A) keep the tap on, or B) turn the tap off? Canada is the sink in case you can't make it out...
When the sink is full do you A) keep the tap on, or B) turn the tap off? Canada is the sink in case you can't make it out...
Identity Attack0.04048799
Insult0.061276767
Profanity0.018255826
Threat0.0074306927
Severe Toxicity0.0030708313
Low Tox 0.1140901 Moderate Con 0.394 Fear_Threat
Jan 22, 2026 Why Canada’s immigration system has …
Keep them in Canada that's all I gotta say.
Keep them in Canada that's all I gotta say.
Identity Attack0.06795148
Insult0.027605021
Profanity0.013063621
Threat0.012078222
Severe Toxicity0.0037193298
Low Tox 0.11336674 Moderate Con 0.374 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
each deportation cost less than keep them here, it's not a waste.
each deportation cost less than keep them here, it's not a waste.
Identity Attack0.048995655
Insult0.027476108
Profanity0.014122557
Threat0.010550622
Severe Toxicity0.0030899048
Low Tox 0.11316007 Low Con 0.282
Dec 30, 2025 2 likes Deportations From Canada at Their …
All the Liberals on her crying about immigration but won't vote for change. I dont feel bad for them ..... this is what they keep voting for.
All the Liberals on her crying about immigration but won't vote for change. I dont feel bad for them ..... this is what they keep voting for.
Identity Attack0.043839492
Insult0.04969218
Profanity0.013336895
Threat0.0069387536
Severe Toxicity0.0022220612
Low Tox 0.11305673 Moderate Con 0.4
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
Apply for US citizenship, it will take a little while for the paperwork to go through but eventually it will. Anybody with half a brain and a good attitude can earn a six figure income …
Apply for US citizenship, it will take a little while for the paperwork to go through but eventually it will. Anybody with half a brain and a good attitude can earn a six figure income and keep 80% of it as take home pay after tax (graduated tax brackets and standard deduction averages your rate much lower). Add in our investment options and minimal tax on that and you'll realize paying for medical insurance and your own retirement is not a big deal in fact you end up with a lot more money doing it this way vs big government.
Identity Attack0.0076585566
Insult0.06564732
Profanity0.019758832
Threat0.0069516995
Severe Toxicity0.00207901
Low Tox 0.11305673 Constructive 0.677 Comparative_Framing
Jun 18, 2025 How Canada broke its immigration …
When government leaders focus on population and economic growth that's usually is a sign that they aren't balancing the budget correctly. They're trying to increase tax revenue without increasing taxes. I'd look closer at government …
When government leaders focus on population and economic growth that's usually is a sign that they aren't balancing the budget correctly. They're trying to increase tax revenue without increasing taxes. I'd look closer at government corruption. Overpopulation destroys the environment. Canada is one of the few places on earth that still has an environment. Russia and Australia are the other ones. Russia's strategy is to look sort of like an ogre and it's too cold. Australia's strategy is to look like they harbor too many dangerous animals and the land is too arid. Canada's strategy is to keep higher taxes than the USA and it's too cold. People tend to gravitate toward lower tax and warmer places. Fewer people is better, it doesn't matter what their race is. I did notice the Indians he talked to were patriotic to their adoptive country, that's a good sign. Host nations like when the new people assimilate.
Identity Attack0.022590388
Insult0.06459839
Profanity0.020783609
Threat0.007819066
Severe Toxicity0.0024032593
Low Tox 0.112953395 Constructive 0.711
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m 60 years old and am now seriously looking to leave Canada. Canada will become a failed country in the next 10 years (or sooner) and I don’t see anything changing. You can’t keep on …
I’m 60 years old and am now seriously looking to leave Canada. Canada will become a failed country in the next 10 years (or sooner) and I don’t see anything changing. You can’t keep on borrowing endlessly without consequences, most Canadians don’t understand how economics work.
Identity Attack0.05794714
Insult0.04852104
Profanity0.01173141
Threat0.0072235605
Severe Toxicity0.0025367737
Low Tox 0.112850055 Moderate Con 0.446 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for a while with Trump in office hoping the next one will continue his fight for his people. Canadians are the one to blame and not this politicians. Elbow up huh??? You really don’t know how Trump trying to save North America and recalibrate it for the goodness of its people living in it.
Identity Attack0.041003603
Insult0.054962315
Profanity0.015249812
Threat0.0074048014
Severe Toxicity0.0024318695
Low Tox 0.112643376 Constructive 0.506 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
To keep citizens a priority over the influx of immigrants and refugees Denmark had cut welfare benefits to illegal immigrants and refugees and many began leaving to more profitable countries (in benefits). Why has our …
To keep citizens a priority over the influx of immigrants and refugees Denmark had cut welfare benefits to illegal immigrants and refugees and many began leaving to more profitable countries (in benefits). Why has our country not put something like that in place? It definitely would sort out those who came for the 'freebies'.  ~ Denmark's ‘integration benefit'  measure was a significantly lower benefit level being offered to people who have resided in Denmark for less than seven of the past eight years. Foreigners will also receive a financial incentive to learn the language. These were 'integration benefits'. Citizens who have lived outside of the EU (or country?) for seven of the past eight years were also subjected to the new rules. The purpose, to make Denmark a less attractive destination while making it more attractive to work and contribute to Danish society.  It reduced the flow in to a more manageable number.
Identity Attack0.08831879
Insult0.031917825
Profanity0.024814399
Threat0.008401625
Severe Toxicity0.003490448
Low Tox 0.112540044 Constructive 0.608
Jul 19, 2019 3 likes How much do refugees and …
2:00 wait... But he's not completely anti-immigration like I've heard during elections... It's an unfortunate situation but I do agree with him. Immigration is good but you have to keep in mind how many immigrants …
2:00 wait... But he's not completely anti-immigration like I've heard during elections... It's an unfortunate situation but I do agree with him. Immigration is good but you have to keep in mind how many immigrants you can wellcome as a country. p.s: I'm Romanian
Identity Attack0.09659086
Insult0.0233509
Profanity0.024267852
Threat0.00789674
Severe Toxicity0.0031089783
Low Tox 0.112436704 Constructive 0.776 Economic_Argument
Feb 11, 2026 6 likes Canada's tighter immigration policy divides …
You keep talking about respect the canadian culture or way of life but you haven’t mentioned anything about it. Is the Canadian culture somehow involves you live by yourself or with your partner, go to …
You keep talking about respect the canadian culture or way of life but you haven’t mentioned anything about it. Is the Canadian culture somehow involves you live by yourself or with your partner, go to work, then meet at the tavern, then at the weekend you go to a restaurant? And then what? Wait to die? Is this really a culture? And you want people to adapt this culture. Oh my God
Identity Attack0.044612918
Insult0.031036375
Profanity0.01535229
Threat0.011275585
Severe Toxicity0.0034713745
Low Tox 0.11223003 Moderate Con 0.456
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the cost of living, lack of affordable housing, and job exploitation. Many immigrants work hard in low-wage jobs that others don’t want to take. Pointing fingers at each other doesn’t solve the problem—working together for fairness and equality does. We need unity, not division.”
Identity Attack0.08583717
Insult0.04149419
Profanity0.015386449
Threat0.007081157
Severe Toxicity0.0029754639
Low Tox 0.11212669 Constructive 0.72
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the cost of living, lack of affordable housing, and job exploitation. Many immigrants work hard in low-wage jobs that others don’t want to take. Pointing fingers at each other doesn’t solve the problem—working together for fairness and equality does. We need unity, not division.”
Identity Attack0.08583717
Insult0.04149419
Profanity0.015386449
Threat0.007081157
Severe Toxicity0.0029754639
Low Tox 0.11212669 Constructive 0.727
Aug 26, 2025 Why Canadians Are Turning Against …
When I left Canada in 1995 there was a HUGE Pakistani population. The west is the west and we can't keep accepting more and more immigrants that don't assimilate. It's not hard to assimilate y'all. …
When I left Canada in 1995 there was a HUGE Pakistani population. The west is the west and we can't keep accepting more and more immigrants that don't assimilate. It's not hard to assimilate y'all. The USA does have a culture despite what other cultures say.
Identity Attack0.10221587
Insult0.029934563
Profanity0.012312118
Threat0.006440342
Severe Toxicity0.0026130676
Low Tox 0.11171334 Constructive 0.686 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
A drop in the bucket compared to the money we tax payers have shelled out to house bogus Roxham roaders. These so called refugee lawyers, advocates, and NGOs have a vested interest in keeping a …
A drop in the bucket compared to the money we tax payers have shelled out to house bogus Roxham roaders. These so called refugee lawyers, advocates, and NGOs have a vested interest in keeping a steady stream of illegals coming through because that's how their bread is buttered but more importantly its a specific world view. But the media is all in on this worldview so its an echo chamber.
Identity Attack0.054763943
Insult0.04090862
Profanity0.014771583
Threat0.0069646453
Severe Toxicity0.002336502
Low Tox 0.11150667 Moderate Con 0.387
Dec 24, 2025 2 likes Deportations From Canada at Their …
But keep bringing more refugees! That should help the housing crisis and the economy 😂
But keep bringing more refugees! That should help the housing crisis and the economy 😂
Identity Attack0.05976611
Insult0.022899706
Profanity0.015967157
Threat0.008039144
Severe Toxicity0.0027656555
Low Tox 0.11140333 Low Con 0.274 Humor_Satire
Jan 19, 2026 1 likes Why Canada’s immigration system has …
Go ahead keep talking about it while it happens; it will take a revolution for change, do you have the belly for it?
Go ahead keep talking about it while it happens; it will take a revolution for change, do you have the belly for it?
Identity Attack0.0042732526
Insult0.037980765
Profanity0.023721304
Threat0.008220384
Severe Toxicity0.0023937225
Low Tox 0.11140333 Low Con 0.211 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
I heard why the government did the immigrants wrong. I was talking to an uber driver and my pharmacist. They told me the promises of luxury in Canada has and offered for them to live …
I heard why the government did the immigrants wrong. I was talking to an uber driver and my pharmacist. They told me the promises of luxury in Canada has and offered for them to live a better lives. They didn't know after they came here for work and or college/university they become in major debt. They said that they're in a luxury debt and never getting out of debt knowing that they're stuck in Canada and can't be allowed to leave unless they pay off the debts. That's 100 % wrong to do that to people when they know they don't feel welcomed and want to go home. I'm a metis Canadian and I had to leave Ontario to find affordability and miss my home. GOVERNMENT THIS IS YOUR FAULT AND YOU KNOW IT! Let them go home in debt. You made this mess. FIX IT! Including the baby boomers that made the problem started 8 % rate interests to buy houses. That was a mistake that should be bought 1 house and nothing else. I forgot to add something. The uber driver told me that india doesn't know that it's a debt luxury trap that you can't leave unless you pay your debt. He felt alone and found some people and the internet to make himself feel better temporary. TEMPORARY! He hates it here, but he respects Canadians. He feels sorry for the new ones that are coming to become debt trap. It's the same for the pharmacy. She got into college to be a pharmacy and bought the store. She is on low income but doesn't qualify for any supports like benefits to pay off her medical things. The reason she can't because they'll see the pharmacy store is income. Wait what? So she doesn't quilify for benefits because she's making income to pay off her massive loan to do her job. It's not enough to live by as what she told me. She also does misses home, but also traped in luxury debt. This is what I have learned so far. I went through a car accident and coudln't get out of the car. I thought in Brampton, Ontario was the rudest people on the planet, but was saved by the angels of indian people saved me out of the vehicle from the smoke. I still thank you! There is still good people out there and some are stupid people out there. Keep it up because being kind gets you to be positive to others and make things better when the world is fcked right now.
Identity Attack0.060675595
Insult0.03566399
Profanity0.019348921
Threat0.0074824756
Severe Toxicity0.002822876
Low Tox 0.11129999 Constructive 0.816
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent …
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent from Europe and Asia as well. But the USA doesn’t want this to happen, so these propaganda channels are becoming active. Look at the timing of this video. Keep in mind that the most brilliant minds from Asia, Europe, and even your own country are working for Canada that’s why companies are recruiting them so assuming they have no civic sense doesn't make sense . At the same time, you must be able to identify the moles among them. Trudeau has already given authority to an alleged Indian terrorist within his regime. A wise decision is needed for your country's growth
Identity Attack0.050671257
Insult0.039444692
Profanity0.019143965
Threat0.0074306927
Severe Toxicity0.002861023
Low Tox 0.11129999 Constructive 0.531 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Their will be a tipping point so keep pushing immigrants . when the liberals get what they want from you, you will be treated like a true Canadian.
Their will be a tipping point so keep pushing immigrants . when the liberals get what they want from you, you will be treated like a true Canadian.
Identity Attack0.08500996
Insult0.027347196
Profanity0.012107162
Threat0.008867673
Severe Toxicity0.0024986267
Low Tox 0.11119666 Low Con 0.28
Aug 26, 2025 Why Canadians Are Turning Against …
GOOD. 78 MILLION, THEY SHOULD KEEP THE FLOATING BOAT
GOOD. 78 MILLION, THEY SHOULD KEEP THE FLOATING BOAT
Identity Attack0.017264472
Insult0.03158728
Profanity0.015249812
Threat0.011974656
Severe Toxicity0.0034713745
Low Tox 0.11109332 Low Con 0.203
Dec 30, 2025 1 likes Deportations From Canada at Their …
I hate to say it, everyone is just a number including myself. And the numbers say, Canada cannot sustain this level of immigration because its not able to keep up with the infrastructure like new …
I hate to say it, everyone is just a number including myself. And the numbers say, Canada cannot sustain this level of immigration because its not able to keep up with the infrastructure like new housing, hospitals, etc. If we keep up with this level of immigration, everything will become expensive and harder for everyone else.
Identity Attack0.038425524
Insult0.026702631
Profanity0.02208166
Threat0.0072235605
Severe Toxicity0.002412796
Low Tox 0.11088664 Constructive 0.649
Nov 21, 2025 4 likes Quebec Ends Economic Immigration Program …
My family immigrated during the war, my grandmother came here after escaping a concentration camp when she was a little girl, her and my mother taught me to appreciate what we have, because it was …
My family immigrated during the war, my grandmother came here after escaping a concentration camp when she was a little girl, her and my mother taught me to appreciate what we have, because it was worked hard for, they worked hard to make a living and a future for their families, they were given money by family that was here and paid back every, single, cent, it wasn't just given to them for free by the government while the rest of the people here suffer, so many of the people are brought here and given everything, it's like people have never heard the phrase "Give a man to fish, he eats for a day. Teach a man to fish, he eats for life." the problem is that they keep giving them fish, so now they expect it so much they damn near demand it... it sickens me. I'm a student right now, 15 years ago it felt like I lived in my home, proudly in Canada, with all kinds of people... now, I go to class, and I feel like I live on a different planet, everyone looks the same, with a hint of variety... American complain that they don't see White people much anymore, I complain because I only see ONE type of person now... nobody else...
Identity Attack0.049989145
Insult0.029383656
Profanity0.06195303
Threat0.010990778
Severe Toxicity0.00541687
Low Tox 0.11088664 Constructive 0.768 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Keep the Sikhs, they're actually good people
Keep the Sikhs, they're actually good people
Identity Attack0.09328204
Insult0.024124376
Profanity0.031140719
Threat0.011974656
Severe Toxicity0.00579834
Low Tox 0.11078331 Moderate Con 0.386
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)

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.