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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: "This is less than an …" 223 comments · Page 9 of 9
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher …
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher standards and expectations foreign students might find more textually challenging and tuition-costly. Immigration or Immigrant Policy is an entirely separate entry into a foreign country vs. based on student's visa, which is timed. I would go back home and finish up school there and earn back home -- visiting other land temporarily is fine, but not live with them full-time. FYI - Canada & USA are brothers biologically -- they are Anglo-Saxon and owned both countries and everything in it. be blessed. nov2025
Identity Attack0.014450782
Insult0.018258847
Profanity0.01220964
Threat0.006738094
Severe Toxicity0.0013160706
Low Tox 0.03969839 Constructive 0.759
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Identity Attack0.014712535
Insult0.008164782
Profanity0.00007872977
Threat0.0002559232
Severe Toxicity0.0000045725806
Low Tox 0.034101393 Fear_Threat
May 6, 2025 1 likes
Means a lot less jobs for people from here
Means a lot less jobs for people from here
Identity Attack0.008953481
Insult0.012338906
Profanity0.012517073
Threat0.007793174
Severe Toxicity0.0011968613
Low Tox 0.034041706 Moderate Con 0.324
Apr 17, 2020 1 likes How much do refugees and …
They collect government money plus baby bonus plus they get bonus plus less plus but food food
They collect government money plus baby bonus plus they get bonus plus less plus but food food
Identity Attack0.004328749
Insult0.016784932
Profanity0.013131939
Threat0.005835127
Severe Toxicity0.0010728836
Low Tox 0.033334624 Moderate Con 0.322
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Anyone making less than a living wage just shouldn't have their labour taxed at all
Anyone making less than a living wage just shouldn't have their labour taxed at all
Identity Attack0.0051427023
Insult0.012490907
Profanity0.011406898
Threat0.0066151097
Severe Toxicity0.00093460083
Low Tox 0.03109552 Low Con 0.228 Economic_Argument
Jan 22, 2026 Canada’s new rules in 2026
Make it 90% less.
Make it 90% less.
Identity Attack0.0023863618
Insult0.010400894
Profanity0.013029462
Threat0.010084574
Severe Toxicity0.0012302399
Low Tox 0.02873857 Low Con 0.168
Jan 13, 2026 New rules, regulations take effect …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less than the $57k/yr is considered lower class. So, again, another indicator that the Canadian government doesn't actually care about the middle class and is fine seeing it dwindle further.
Identity Attack0.008065533
Insult0.015568925
Profanity0.011116544
Threat0.00598724
Severe Toxicity0.00076293945
Low Tox 0.02873857 Constructive 0.641
Jan 3, 2026 5 likes New rules, regulations take effect …
Americans need to prepare for less tourists entering the country because of Trump .
Americans need to prepare for less tourists entering the country because of Trump .
Identity Attack0.0041163866
Insult0.0088118715
Profanity0.00006622502
Threat0.00028477522
Severe Toxicity0.0000031009802
Low Tox 0.028317513 Comparative_Framing
Dec 10, 2025
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it comes to immigration in the country . Should have asked Kenny who is going to pay his golf plated pension when the population starts going down and there is less taxpayers paying into the system when we start having a major population decline .
Identity Attack0.009767435
Insult0.0105148945
Profanity0.009400043
Threat0.0062785195
Severe Toxicity0.00081062317
Low Tox 0.022139108 Constructive 0.683 Economic_Argument
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
How is CBSA going to track all of these people down? 30K deportations in a year is a lot less than 2.9 million. Somehow I think this is going to a difficult problem to resolve. …
How is CBSA going to track all of these people down? 30K deportations in a year is a lot less than 2.9 million. Somehow I think this is going to a difficult problem to resolve. CBSA is not staffed for this.
Identity Attack0.0064006294
Insult0.009507888
Profanity0.00997221
Threat0.007094103
Severe Toxicity0.0007390976
Low Tox 0.021785567 Moderate Con 0.489 Policy_Critique
Feb 7, 2026 1 likes 2.9 million Canadian temporary visas …
You can’t say you “slashed” something when the reduction is less than %10.
You can’t say you “slashed” something when the reduction is less than %10.
Identity Attack0.001951637
Insult0.0092228865
Profanity0.012448754
Threat0.008000307
Severe Toxicity0.0009202957
Low Tox 0.02072494 Low Con 0.138 Policy_Critique
Jan 3, 2026 38 likes New rules, regulations take effect …
My grand parents left in the 40's and 50s, went to the UK and now we live in NZ. There is a complete disconnect between the old and new as well as the fact that …
My grand parents left in the 40's and 50s, went to the UK and now we live in NZ. There is a complete disconnect between the old and new as well as the fact that assimilation simply isnt necessary because you can access all the culture (music, family/social connetion) on your phone. Previously you needed to integrate in order to survive; now life is more hermetic and as a result less integration occurs out of necessity.
Identity Attack0.007917541
Insult0.009906891
Profanity0.0117997285
Threat0.006155535
Severe Toxicity0.0008773804
Low Tox 0.019728716 Constructive 0.776
Oct 19, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
In Singapore this will be solved I. 1 weeks or less
In Singapore this will be solved I. 1 weeks or less
Identity Attack0.0057346676
Insult0.00817788
Profanity0.013576009
Threat0.009359611
Severe Toxicity0.0014019012
Low Tox 0.019226074 Low Con 0.281 Comparative_Framing
Feb 19, 2026 Canadian immigration officers investigating hundreds …
these governments allow it to happen because these are the type of people they can and will pay less for the same amount of work.
these governments allow it to happen because these are the type of people they can and will pay less for the same amount of work.
Identity Attack0.003607291
Insult0.00971689
Profanity0.011236101
Threat0.006375613
Severe Toxicity0.00066280365
Low Tox 0.017843807 Low Con 0.21 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
Identity Attack0.0023863618
Insult0.009165886
Profanity0.010792031
Threat0.0068287146
Severe Toxicity0.0007247925
Low Tox 0.015833238 Constructive 0.51 Fear_Threat
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
With Artificial Intelligence eventually ingraining into all the workplaces, years to come less and less people needed in the workforce, and esp. in the service line and entry level job.
With Artificial Intelligence eventually ingraining into all the workplaces, years to come less and less people needed in the workforce, and esp. in the service line and entry level job.
Identity Attack0.002293867
Insult0.008633883
Profanity0.009519599
Threat0.006207318
Severe Toxicity0.00056028366
Low Tox 0.01426248 Moderate Con 0.336
Sep 1, 2025 2 likes Why Canadians Are Turning Against …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better job of screening people coming in. Canada still needs good capable people coming in.
Identity Attack0.0050687063
Insult0.008880884
Profanity0.009289024
Threat0.006272047
Severe Toxicity0.0005578995
Low Tox 0.01419965 Constructive 0.526 Policy_Critique
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
The question is who is going to pay for the pension, education and health system if there is less workers???
The question is who is going to pay for the pension, education and health system if there is less workers???
Identity Attack0.00258985
Insult0.007341875
Profanity0.009869732
Threat0.0064532873
Severe Toxicity0.0006723404
Low Tox 0.011749268 Low Con 0.272 Question
Jan 20, 2026 3 likes Why Canada’s immigration system has …
2% wage increase. 4% increase in food. 5% increase in rent. 3% increase in bus fares. 5 % increase in license registrations. So we make less then last year.
2% wage increase. 4% increase in food. 5% increase in rent. 3% increase in bus fares. 5 % increase in license registrations. So we make less then last year.
Identity Attack0.0010266906
Insult0.006667371
Profanity0.009109689
Threat0.0058448366
Severe Toxicity0.00044584274
Low Tox 0.006754258 Moderate Con 0.351 Economic_Argument
Jan 11, 2026 398 likes Canada’s new rules in 2026
that will just make less tourist to the states
that will just make less tourist to the states
Identity Attack0.0006357281
Insult0.00056272413
Profanity0.000022255881
Threat0.000055655488
Severe Toxicity0.0000020489954
Low Tox 0.0024468375
Dec 12, 2025 1 likes
I remember going into Canada to attend a 16 week log building class. They tore apart my truck and trailer outside and when nothing illegal was found said have a nice time. I could care …
I remember going into Canada to attend a 16 week log building class. They tore apart my truck and trailer outside and when nothing illegal was found said have a nice time. I could care less what difficulties canuks have getting into the USA.
Identity Attack0.00025209007
Insult0.00037682502
Profanity0.00003760204
Threat0.00006585158
Severe Toxicity0.0000024011076
Low Tox 0.0012392753
Dec 8, 2025 1 likes
They are talking about any Canadians that are snowbirds going down or others PAST 30 days. If you are going for less time to visit or go on vacation your passport is sufficient.
They are talking about any Canadians that are snowbirds going down or others PAST 30 days. If you are going for less time to visit or go on vacation your passport is sufficient.
Identity Attack0.00056100055
Insult0.00028769244
Profanity0.000027686254
Threat0.00004442632
Severe Toxicity0.000002506385
Low Tox 0.0011611638 Question
Dec 10, 2025
No jobs and no housing? Why not build more small, affordable homes while expanding your cities? Why not create more jobs? Don't you want to grow and focus less on the USA and Trump? Expelling …
No jobs and no housing? Why not build more small, affordable homes while expanding your cities? Why not create more jobs? Don't you want to grow and focus less on the USA and Trump? Expelling immigrants who genuinely want to live in Canada shouldn't be your solution to these problems. After all, Canada came into existence thanks to immigrants, right? Reclaiming houses bought by foreigners who don't even reside in your country could be a better approach. Only citizens or permanent residents should have the right to buy or build real estate.
Identity Attack0.00021986593
Insult0.00016915216
Profanity0.000015848518
Threat0.0000326271
Severe Toxicity0.0000023333337
Low Tox 0.00056050584 Policy_Critique
May 16, 2025

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.