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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: "More and more countries will …" 3,912 comments · Page 110 of 157
Can we ban immgration from that country to send a message?
Can we ban immgration from that country to send a message?
Identity Attack0.12735364
Insult0.026315894
Profanity0.016069634
Threat0.011094344
Severe Toxicity0.0042915344
Low Tox 0.165053 Low Con 0.236 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
They do that everywhere same happens in Australia and Fiji all over Pacific nations like they are so rampant and abundant in crimes and using student visas to disappear into the country they enter under …
They do that everywhere same happens in Australia and Fiji all over Pacific nations like they are so rampant and abundant in crimes and using student visas to disappear into the country they enter under the pretence of studying
Identity Attack0.1015541
Insult0.06529768
Profanity0.019143965
Threat0.008582866
Severe Toxicity0.0039482117
Low Tox 0.1641865 Moderate Con 0.417 Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
You are right brother! Me too , it makes me feel sad when I see the speed with witch this country's shining color is fading away in this 10 years I have been in it! …
You are right brother! Me too , it makes me feel sad when I see the speed with witch this country's shining color is fading away in this 10 years I have been in it! I love Canada more than any other place since l was accepted here being stateless , My little family has no other culture , we embraced a canadian one and we are confident to have well chosen!
Identity Attack0.058856625
Insult0.083359696
Profanity0.025087673
Threat0.006433869
Severe Toxicity0.0033569336
Low Tox 0.1641865 Constructive 0.779 Personal_Narrative
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and …
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and with calmness, quietly, with ZERO Levels of loudness or aggression. Friendly introduce yourself, smile, and ask them a very simple questions: "Excuse me, I believe that you are from India" If the answer is Yes then ask this POLITELY: "Why are you here in Canada?" If they answer "Work", then a third question is possible. "Many Indians say that they do not like Canada, weather, religion, food, etc "a recent poll said that less than ONE PERCENT of Single Indian women will ever date a non-Indian Canadian citizen". I am curious who gave you the instructions to never date White Canadian Men? And i am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? " Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.17536941
Insult0.054376744
Profanity0.027683776
Threat0.008841781
Severe Toxicity0.005836487
Low Tox 0.1641865 Constructive 0.746 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Temporary means just that go improve your own country
Temporary means just that go improve your own country
Identity Attack0.051126
Insult0.04032305
Profanity0.023174755
Threat0.008712323
Severe Toxicity0.004787445
Low Tox 0.1641865 Low Con 0.205 Moral_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
India is the Country from where 75% International Study Visa Applications come from. Hence, It would automatically be also the pre dominant country from where Frauds are flagged from... Ofcourse... Politicians just trying to create …
India is the Country from where 75% International Study Visa Applications come from. Hence, It would automatically be also the pre dominant country from where Frauds are flagged from... Ofcourse... Politicians just trying to create a narrative to divide people to earn more votes and then serving their Corporate Bosses.
Identity Attack0.104676254
Insult0.07270074
Profanity0.01887069
Threat0.0074048014
Severe Toxicity0.0035476685
Low Tox 0.1641865 Moderate Con 0.308
Sep 28, 2025 IRCC Names India in Study …
Canada, the greatest country on Earth?! LOLOLOLOLOL
Canada, the greatest country on Earth?! LOLOLOLOLOL
Identity Attack0.08831879
Insult0.045593183
Profanity0.02836696
Threat0.006530962
Severe Toxicity0.0045204163
Low Tox 0.16331999 Low Con 0.17 Humor_Satire
Feb 18, 2026 Inside Canada's Indian Invasion...
I'm sorry but if you have not been proactive about renewal, have not tried to get PR before and no longer qualify for renewal of your visa, you should return to your home country.
I'm sorry but if you have not been proactive about renewal, have not tried to get PR before and no longer qualify for renewal of your visa, you should return to your home country.
Identity Attack0.06249457
Insult0.04969218
Profanity0.01535229
Threat0.010110466
Severe Toxicity0.0038528442
Low Tox 0.16331999 Constructive 0.623 Policy_Critique
Jan 15, 2026 111 likes 2.9 million Canadian temporary visas …
oh no, look at that statue. Cambodia took the right action. West allowed you in, not these statues. Lol, one months of stay (dude,it is one month), because his brother is staying here , but …
oh no, look at that statue. Cambodia took the right action. West allowed you in, not these statues. Lol, one months of stay (dude,it is one month), because his brother is staying here , but he would have sold everything in his homeland to come and settle in Canada, and he will start with a visit visa for one months, lol. Slowly breaking into settling down here. Most of these statue lovers, talk about love for their homeland, but they all want to leave their homeland and want to come settle in one of these Western, Christian countries. If you are patriotic , why do you even want to come and settle in Western Christian countries? because deep within they know Christian countries are blessed. I have heard, when they go visit their homeland, they feel so proud telling their locals that they are settled in one of these Western countries and are not locals like them. Double standards of patriotism.
Identity Attack0.03894114
Insult0.07840354
Profanity0.041912504
Threat0.008181547
Severe Toxicity0.004558563
Low Tox 0.16331999 Moderate Con 0.496 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
The lawyer is a funny guy .. looks like they make a lot of money with this people and want not lose the business 😂. Temporary means you are here for a serrated time period. …
The lawyer is a funny guy .. looks like they make a lot of money with this people and want not lose the business 😂. Temporary means you are here for a serrated time period. Is this over there are 3 options … 1st get a visa extension … 2nd get your PR ( if you fulfill the criteria ) 3rd leave the country. And one thing more Canada own you nothing! No Canada gave you a chance to come here to this country temporarily! You know from the beginning what this means. Don’t cry and say how bad Canada is ..
Identity Attack0.022791367
Insult0.0838533
Profanity0.025770858
Threat0.007832011
Severe Toxicity0.0035476685
Low Tox 0.16245349 Constructive 0.539
Jan 15, 2026 8 likes 2.9 million Canadian temporary visas …
It's not about race or culture. It's just too much is too much. Too much for our health care system. Too much for our economy to handle. Too many jobs are now scarce. Too much …
It's not about race or culture. It's just too much is too much. Too much for our health care system. Too much for our economy to handle. Too many jobs are now scarce. Too much is bad for the people who have paid their taxes here forever, just so one particular immigrant group can use up resources that long time generations have built. I'm not saying any particular culture, but there are too many of them. This particular culture should also be reduced because they are exploiting every mistake the government makes (from their good hearts) or loopholes to stay. Not just stay but trying to transform a country into their own. That is wrong. Most immigrants from past generations didn't come here to conquer the country. They came here to be part of a great country. Contribute to it. Make it better, not make it worse. And now here we are. How are we going to fix this? Put a very long pause on immigeation. Get rid of international students from this particular country. They have no right to stay. Stop giving licenses to unqualified people that can't read, write, speak or even understand English. It's becoming a safety issue everywhere. Again, it's not about race. It's the "too many" factor that the country can not sustain.
Identity Attack0.11512129
Insult0.061626412
Profanity0.026454043
Threat0.010913103
Severe Toxicity0.005722046
Low Tox 0.16245349 Constructive 0.677
Aug 25, 2025 Why Canadians Are Turning Against …
It isn’t racist to want my home of Canada to not turn into a third world country. If you come here, you should follow our customs.
It isn’t racist to want my home of Canada to not turn into a third world country. If you come here, you should follow our customs.
Identity Attack0.14661247
Insult0.045593183
Profanity0.016103793
Threat0.0071847234
Severe Toxicity0.0040245056
Low Tox 0.16245349 Moderate Con 0.395 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Not surprised. Look at how overpopulated India is as a country.
Not surprised. Look at how overpopulated India is as a country.
Identity Attack0.17381613
Insult0.04442204
Profanity0.018802373
Threat0.00746953
Severe Toxicity0.005683899
Low Tox 0.16245349 Low Con 0.177 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
they are not canadians and never will be. im tired of people trying to claim an identity that doesn't belong to them. I have this country in my blood, and they think they're just like …
they are not canadians and never will be. im tired of people trying to claim an identity that doesn't belong to them. I have this country in my blood, and they think they're just like me
Identity Attack0.11744241
Insult0.04149419
Profanity0.01627459
Threat0.0069387536
Severe Toxicity0.0032043457
Low Tox 0.16158698 Moderate Con 0.41
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Why would you not say Canada is the greatest country on earth surely it's not America
Why would you not say Canada is the greatest country on earth surely it's not America
Identity Attack0.109318495
Insult0.045593183
Profanity0.018187506
Threat0.006809296
Severe Toxicity0.0041389465
Low Tox 0.16158698 Moderate Con 0.317 Identity_Assertion
Mar 2, 2026 Inside Canada's Indian Invasion...
Major reason for so much immigration of Indians is because here in india to get a well paying job and a well settled life you need to be educated and skilled. Whereas in countrys such …
Major reason for so much immigration of Indians is because here in india to get a well paying job and a well settled life you need to be educated and skilled. Whereas in countrys such as canada it is more easy to have a good living with less efforts and less education. Therefore they prefer moving out of country than working hard in there own country. And in the case of Brampton they saw an opportunity and demand for businesses and workforce so they grabbed there opportunity. Because at that time there was not much going on in Brampton when indians started immigrating . So you can say indians are the reason Brampton has grown gradually. But i do think now it is too crowded and people haven't stopped coming. Now there are no requirements as such. So that is why more useless indians are moving in canada nowadays.
Identity Attack0.17226285
Insult0.061101943
Profanity0.018802373
Threat0.006977591
Severe Toxicity0.004119873
Low Tox 0.16158698 Constructive 0.663 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I respect their right to keep their religion, however not very comfortable with them erecting statues in our country. Its plain disrespectful.
I respect their right to keep their religion, however not very comfortable with them erecting statues in our country. Its plain disrespectful.
Identity Attack0.10221587
Insult0.043250903
Profanity0.022764845
Threat0.0070552654
Severe Toxicity0.0028419495
Low Tox 0.16158698 Constructive 0.567 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm not a fan of Brampton and its true we have too many Indians in Canada who don't try to assimilate and create problems but not all of them are bad and its not good …
I'm not a fan of Brampton and its true we have too many Indians in Canada who don't try to assimilate and create problems but not all of them are bad and its not good to judge an entire country based on a few individuals.
Identity Attack0.1714862
Insult0.054962315
Profanity0.015591404
Threat0.006848133
Severe Toxicity0.0028800964
Low Tox 0.16158698 Constructive 0.722
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigrants aren't the problem. The problem is when they don't integrate or adopt local customs, when they form ghettos. That's not immigration, it's invasion. If you choose to live in another nation, out of respect …
Immigrants aren't the problem. The problem is when they don't integrate or adopt local customs, when they form ghettos. That's not immigration, it's invasion. If you choose to live in another nation, out of respect and gratitude to the nation that welcomed you, you must integrate, be part of, assimilate—without losing your roots, of course, but adapting. I am from a country of immigrants (Argentina). My ancestors were Spanish (Galician/Catalan), Italian, German-Jewish, and Polish, and they all assimilated, adopting Spanish-language and Argentine customs without losing their roots.
Identity Attack0.12735364
Insult0.053205602
Profanity0.027410502
Threat0.0074954215
Severe Toxicity0.0049591064
Low Tox 0.16158698 Constructive 0.785
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Capitalist abuse of educational system as had been happening in uk for years.. its a viscuous cycle fuelled by government under funding. buy your way into a country with a fake course . Meanwhile native …
Capitalist abuse of educational system as had been happening in uk for years.. its a viscuous cycle fuelled by government under funding. buy your way into a country with a fake course . Meanwhile native youth can't afford to pay for a degree or end up in debt. Then the country complains there are no graduates to fill jobs so they say they have to IMPORT THE LABOUR. Eduction should be a service not a capitalist business! The whole world has been sold off and run by big businesses. Billionaires run the world. Its not democracy. Its capitalism gone mad. Makes need jobs. Where is the upper sustainable limit
Identity Attack0.033011556
Insult0.07491849
Profanity0.026863953
Threat0.007922632
Severe Toxicity0.0037574768
Low Tox 0.16158698 Moderate Con 0.456
Oct 2, 2025 IRCC Names India in Study …
Should the source countries of the refugees being deemed terrorist group? Should we only allow the "candidates" from countries that we so often claim to be "dictatorship" to come in? Otherwise everyone can claim to …
Should the source countries of the refugees being deemed terrorist group? Should we only allow the "candidates" from countries that we so often claim to be "dictatorship" to come in? Otherwise everyone can claim to be a victim of persecution.
Identity Attack0.1015541
Insult0.058475737
Profanity0.0166845
Threat0.012440704
Severe Toxicity0.0035476685
Low Tox 0.16158698 Moderate Con 0.36
Dec 28, 2025 Deportations From Canada at Their …
Indian students go to Western countries but never attend school. Start cash job and apply for PR.
Indian students go to Western countries but never attend school. Start cash job and apply for PR.
Identity Attack0.18468912
Insult0.038566336
Profanity0.015523086
Threat0.0065568537
Severe Toxicity0.003490448
Low Tox 0.16158698 Low Con 0.266 Unverified_Claim
Oct 3, 2025 1 likes IRCC Names India in Study …
Lol did you actually say that the US is the greatest country on earth? 😂😂😂
Lol did you actually say that the US is the greatest country on earth? 😂😂😂
Identity Attack0.039456755
Insult0.04032305
Profanity0.054437835
Threat0.007301235
Severe Toxicity0.004825592
Low Tox 0.16158698 Low Con 0.165 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
U can maintain your culture whilst within your friends and family in privacy, BUT just don’t push your agenda onto Canadians! One can assimilate and still keep their culture within their group. This is the …
U can maintain your culture whilst within your friends and family in privacy, BUT just don’t push your agenda onto Canadians! One can assimilate and still keep their culture within their group. This is the full intention of a melting pot, not immigrate and take over the country with your culture!
Identity Attack0.10221587
Insult0.061626412
Profanity0.015830519
Threat0.007197669
Severe Toxicity0.003414154
Low Tox 0.16098402 Constructive 0.598
Aug 26, 2025 Why Canadians Are Turning Against …
I have worked my entire life and paid taxes and live well under the poverty line with young children and come from multy cultural family but I can't get assistance and most immigrants can. We …
I have worked my entire life and paid taxes and live well under the poverty line with young children and come from multy cultural family but I can't get assistance and most immigrants can. We are so lost as a country. We need to bring back unabashed pride for our country again
Identity Attack0.105256535
Insult0.053791173
Profanity0.020168742
Threat0.0072882893
Severe Toxicity0.0039100647
Low Tox 0.16043124 Constructive 0.704
Aug 27, 2025 Why Canadians Are Turning Against …

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.