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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

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Active: "It's all about money and …" 786 comments · Page 28 of 32
How do I get some of this tax money, I worked since age 10, at manual labor jobs paying taxes, now crippled and no assistance, No AISH nor CPPD.
How do I get some of this tax money, I worked since age 10, at manual labor jobs paying taxes, now crippled and no assistance, No AISH nor CPPD.
Identity Attack0.0024603575
Insult0.02193286
Profanity0.01442999
Threat0.0059775305
Severe Toxicity0.0010347366
Low Tox 0.0438942 Constructive 0.578
Sep 29, 2018 6 likes How much do refugees and …
Is Michelle Rempel and her conservatives no longer taking money from Modi? I want Poilievre to have a background check. Is Poilievre compliant?
Is Michelle Rempel and her conservatives no longer taking money from Modi? I want Poilievre to have a background check. Is Poilievre compliant?
Identity Attack0.0039957687
Insult0.023608726
Profanity0.011902207
Threat0.006530962
Severe Toxicity0.00086307526
Low Tox 0.04290464 Moderate Con 0.344 Question
Sep 29, 2025 IRCC Names India in Study …
Canadian higher education serves a double purpose now. 1. It attracts foreign students and large amounts of money and 2. It is used by most of those students as a backdoor door through the Canadian …
Canadian higher education serves a double purpose now. 1. It attracts foreign students and large amounts of money and 2. It is used by most of those students as a backdoor door through the Canadian immigration system.
Identity Attack0.023997234
Insult0.015644927
Profanity0.010518758
Threat0.006168481
Severe Toxicity0.0012302399
Low Tox 0.04240986 Low Con 0.261 Policy_Critique
Oct 11, 2025 IRCC Names India in Study …
Before Trudeau's liberal government, Canada's permanent resident program was based on factors such as being fluent in English or French (in Quebec), passing standard exams in one's own country, being educated (Bachelor's or higher), work …
Before Trudeau's liberal government, Canada's permanent resident program was based on factors such as being fluent in English or French (in Quebec), passing standard exams in one's own country, being educated (Bachelor's or higher), work experience, family, age, and knowledge of Canada's general culture. If you had all the points, you would be selected. It took about three years, and while waiting, you could not apply for any visa to enter Canada. The security check was part of the process, and the Canadian government asked applicants to enter the country by bringing money (Like one year's salary). This system was a perfect plan, and many Western countries wanted to copy that (As I heard on many French and American radios before), but the liberals broke the system! And I still don't know why!
Identity Attack0.008250522
Insult0.024897853
Profanity0.012243799
Threat0.0061878995
Severe Toxicity0.0013065338
Low Tox 0.04216247 Constructive 0.576
Nov 23, 2025 49 likes Quebec Ends Economic Immigration Program …
Why govt setup a refugees camp outside of Canada in some other countries keep them there and send money or support from here .. then no one will claim refugee status
Why govt setup a refugees camp outside of Canada in some other countries keep them there and send money or support from here .. then no one will claim refugee status
Identity Attack0.02439919
Insult0.014238917
Profanity0.010211324
Threat0.0063885585
Severe Toxicity0.0013065338
Low Tox 0.04216247 Low Con 0.28
Oct 25, 2017 9 likes How much do refugees and …
They bring jobs.. um.. well.. I mean.. we end up with more social workers .. more handers of money
They bring jobs.. um.. well.. I mean.. we end up with more social workers .. more handers of money
Identity Attack0.006696612
Insult0.017292
Profanity0.015864678
Threat0.0063885585
Severe Toxicity0.0012969971
Low Tox 0.041915078 Moderate Con 0.313
Apr 29, 2018 5 likes How much do refugees and …
Charging 4x the tuition fees for international students should be labelled as a crime to beginwith. It's high time to make Canadians pay that kind of money for their degrees and not live in the …
Charging 4x the tuition fees for international students should be labelled as a crime to beginwith. It's high time to make Canadians pay that kind of money for their degrees and not live in the merry world of subsidised education for domestic students.
Identity Attack0.013948337
Insult0.018838953
Profanity0.011441057
Threat0.0065827454
Severe Toxicity0.0010061264
Low Tox 0.0414203 Moderate Con 0.41 Economic_Argument
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
It's all about money and career advancement. Not one of them cares about education or Canada
It's all about money and career advancement. Not one of them cares about education or Canada
Identity Attack0.010803374
Insult0.017872108
Profanity0.011936366
Threat0.0062526283
Severe Toxicity0.0009727478
Low Tox 0.0414203 Low Con 0.283 Unverified_Claim
Sep 28, 2025 8 likes IRCC Names India in Study …
Keep your money and pride of your nation and boycott the DIVIDED STATES where you can be arrested for not being Caucasian. Buy online and save money and your dignity!
Keep your money and pride of your nation and boycott the DIVIDED STATES where you can be arrested for not being Caucasian. Buy online and save money and your dignity!
Identity Attack0.016346805
Insult0.009051213
Profanity0.00016130092
Threat0.00044537758
Severe Toxicity0.000011476053
Low Tox 0.039611004 Fear_Threat
Dec 9, 2025
And we pay these people large amounts of money to look after student immigrate registation
And we pay these people large amounts of money to look after student immigrate registation
Identity Attack0.018872296
Insult0.013668913
Profanity0.011475217
Threat0.0065050707
Severe Toxicity0.0011777878
Low Tox 0.039462693 Low Con 0.254
Oct 1, 2025 IRCC Names India in Study …
Thanks for giving any money homeless in Kensington.
Thanks for giving any money homeless in Kensington.
Identity Attack0.0063266335
Insult0.017227544
Profanity0.010245483
Threat0.006440342
Severe Toxicity0.001206398
Low Tox 0.039462693 Constructive 0.544 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
Your full of it the walk across the border the get put through the system then given Money put up in hotels or that the government bought with our money they could be in that …
Your full of it the walk across the border the get put through the system then given Money put up in hotels or that the government bought with our money they could be in that hotel for up to 5 years before they get to them and more are coming
Identity Attack0.008916483
Insult0.017088935
Profanity0.012858666
Threat0.006861079
Severe Toxicity0.0012874603
Low Tox 0.038048524 Moderate Con 0.308
Mar 22, 2019 How much do refugees and …
Here after dont get down anyone. As you need money you get down. Better developed the country from agriculture
Here after dont get down anyone. As you need money you get down. Better developed the country from agriculture
Identity Attack0.0032558115
Insult0.015796926
Profanity0.012482914
Threat0.0069646453
Severe Toxicity0.0011348724
Low Tox 0.03781283 Moderate Con 0.348 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
The gvt does not have the money
The gvt does not have the money
Identity Attack0.006363631
Insult0.016100928
Profanity0.014327513
Threat0.006356194
Severe Toxicity0.00092983246
Low Tox 0.03639866 Low Con 0.114 Economic_Argument
Nov 24, 2025 Quebec Ends Economic Immigration Program …
They are starting to take a lot of union jobs as well as undercutting contractors and working for cash. I’m a contractor and it’s been getting a lot worse. People are quoting under material costs. …
They are starting to take a lot of union jobs as well as undercutting contractors and working for cash. I’m a contractor and it’s been getting a lot worse. People are quoting under material costs. Taking the money and running out of Canada with it.
Identity Attack0.0068446035
Insult0.018581128
Profanity0.010962827
Threat0.0065050707
Severe Toxicity0.0009584427
Low Tox 0.036162965 Constructive 0.539 Economic_Argument
Oct 11, 2025 IRCC Names India in Study …
I cannot distinguish if this is just easy money making propaganda or if it is for real a demographic shift
I cannot distinguish if this is just easy money making propaganda or if it is for real a demographic shift
Identity Attack0.004439743
Insult0.01465692
Profanity0.0157622
Threat0.0063432488
Severe Toxicity0.0011205673
Low Tox 0.035691574 Low Con 0.175 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow now you are figuring out. We knew it from beginning when govt allowed people in massive flow.no checking properly, bringing people who can give money to come... Now what are you doing about it …
Wow now you are figuring out. We knew it from beginning when govt allowed people in massive flow.no checking properly, bringing people who can give money to come... Now what are you doing about it rather than talking?
Identity Attack0.0017481487
Insult0.01838776
Profanity0.012346277
Threat0.0062785195
Severe Toxicity0.0008010864
Low Tox 0.03545588 Low Con 0.252
Oct 1, 2025 IRCC Names India in Study …
Maybe Canadians should spend their hard earned money in their own country instead of Trumps, also start to restrict Americans coming North
Maybe Canadians should spend their hard earned money in their own country instead of Trumps, also start to restrict Americans coming North
Identity Attack0.015445016
Insult0.0062027355
Profanity0.000085307685
Threat0.0006335917
Severe Toxicity0.0000047105987
Low Tox 0.034775984
Dec 9, 2025
This is where all your Tim Hortons money goes.
This is where all your Tim Hortons money goes.
Identity Attack0.0018313939
Insult0.019354604
Profanity0.010501678
Threat0.005773635
Severe Toxicity0.00061035156
Low Tox 0.034277402 Low Con 0.2
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
17:24 it’s the free money they get.
17:24 it’s the free money they get.
Identity Attack0.004347248
Insult0.012034904
Profanity0.015454767
Threat0.0076119336
Severe Toxicity0.0014972687
Low Tox 0.034277402 Low Con 0.178
Aug 26, 2025 Why Canadians Are Turning Against …
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
Why don't they spend that money on our homeless and invest in them, help the ones that are sick and provide help for addiction for the others?
Why don't they spend that money on our homeless and invest in them, help the ones that are sick and provide help for addiction for the others?
Identity Attack0.0052906936
Insult0.017227544
Profanity0.011389818
Threat0.0062785195
Severe Toxicity0.0009059906
Low Tox 0.034041706 Moderate Con 0.371
Oct 12, 2019 6 likes How much do refugees and …
Anything for more votes. CRA making sure you get your money. That's pretty funny. No it's getting that foot in the door to control income.
Anything for more votes. CRA making sure you get your money. That's pretty funny. No it's getting that foot in the door to control income.
Identity Attack0.001572409
Insult0.017807651
Profanity0.012585391
Threat0.006317357
Severe Toxicity0.00084877014
Low Tox 0.034041706 Moderate Con 0.38 Policy_Critique
Jan 12, 2026 Canada’s new rules in 2026
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 …
Canada has to take these money from board officers, who allowed them to come in Canada, from immigration and refugees workers who allowed them to stay in Canada, from immigration lawyers. But not from our …
Canada has to take these money from board officers, who allowed them to come in Canada, from immigration and refugees workers who allowed them to stay in Canada, from immigration lawyers. But not from our money. People hard working every day and pay taxes not for mistakes of immigration and refugee workes. If this ministry so expensive- it is necessary to close this ministry.
Identity Attack0.016460562
Insult0.014238917
Profanity0.009545219
Threat0.0063626673
Severe Toxicity0.0009870529
Low Tox 0.033334624 Constructive 0.573
Dec 25, 2025 Deportations From Canada at Their …

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.