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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: "This is what the others …" 295 comments · Page 11 of 12
Unless they are the majority like in Guyana or Mauritius, they always complain about discrimination. Take Fiji, Uganda, among others for example, and the audacity to ask why they were treated that way.
Unless they are the majority like in Guyana or Mauritius, they always complain about discrimination. Take Fiji, Uganda, among others for example, and the audacity to ask why they were treated that way.
Identity Attack0.05794714
Insult0.023221988
Profanity0.011594773
Threat0.006356194
Severe Toxicity0.0016307831
Low Tox 0.08083374 Moderate Con 0.327
Nov 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more …
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more labor should be less taxed. BYE CANADIAN Only. HI TAX for imported goods. * Build thousands condominiums by government and rent them to low income people. Decentralized from major cities. * Lower the TAX like USA * Implement Health insurance like USA. Easy Medical loan who needed. * Women should be encouraged to take babies and raise kids for population growth. Increase child benefits and handsome pregnancy award to give birth. Maternity benefits for 3 years. * Culture is freedom of choice on one hand and it should be practiced in private places or in closed boundaries. There should not be any national culture or majority culture. All should respect each other and don't try to impose anything to others. So no public display or disturbances by culture issues. * Omitting bilingual system of English French. It's very stupidity. In office or workplaces ONLY English Please. Quebec only French. Not both. Government language only English. In private places you speak anything but outside only English. It could be broken English but English. It's important. The solutions are in front of us, government don't want to act
Identity Attack0.0233943
Insult0.028171662
Profanity0.014054239
Threat0.0067186756
Severe Toxicity0.002298355
Low Tox 0.075294 Constructive 0.684 Policy_Critique
Sep 15, 2025 Why Canadians Are Turning Against …
An investigation should be launched in to the so called lawyers and others involved in this mess.
An investigation should be launched in to the so called lawyers and others involved in this mess.
Identity Attack0.003866276
Insult0.030926194
Profanity0.017094411
Threat0.009618527
Severe Toxicity0.0013828278
Low Tox 0.07054565 Low Con 0.146
Nov 21, 2025 20 likes Quebec Ends Economic Immigration Program …
Let's blame others, seen this played out so many times. There are some genuine problems though which is kinda getting fixed
Let's blame others, seen this played out so many times. There are some genuine problems though which is kinda getting fixed
Identity Attack0.0061416444
Insult0.020643732
Profanity0.018324144
Threat0.009618527
Severe Toxicity0.0017547607
Low Tox 0.067380086 Moderate Con 0.398 Policy_Critique
Feb 22, 2026 LILLEY UNLEASHED: The fall of …
Good balanced journalism. It showed the divide not just between those from india and others in Canada but the acceptance and community. There are those that are taking advantage while there are many that are …
Good balanced journalism. It showed the divide not just between those from india and others in Canada but the acceptance and community. There are those that are taking advantage while there are many that are productive and positive members of the community. The one common agreed upon idea is that canadian immigration needs to be tightened up so the posative people can get in and the people who would take advantage of or be criminals are kept outno matter what country they come from.
Identity Attack0.035847444
Insult0.025929155
Profanity0.010689554
Threat0.006809296
Severe Toxicity0.0014686584
Low Tox 0.06579731 Constructive 0.796 Policy_Critique
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
They will go underground work for cash and take jobs from others
They will go underground work for cash and take jobs from others
Identity Attack0.005919657
Insult0.022512967
Profanity0.015113175
Threat0.008039144
Severe Toxicity0.001335144
Low Tox 0.063423134 Low Con 0.225 Fear_Threat
Jan 15, 2026 24 likes 2.9 million Canadian temporary visas …
Most Americans living in the U.S. today aren’t originally from there — their ancestors migrated from Europe just a few centuries ago. Yet documentaries like this make it seem as if others are ‘taking over’ …
Most Americans living in the U.S. today aren’t originally from there — their ancestors migrated from Europe just a few centuries ago. Yet documentaries like this make it seem as if others are ‘taking over’ their land. The same story exists in places like Australia, where the original Indigenous population is now a small minority. Over time, migration changes every country’s demographics — it’s a global reality, not an invasion. Even cities like London, Toronto, or New York are built by immigrants from across the world. So before calling it a ‘takeover,’ remember that every nation today stands on layers of migration, adaptation, and cultural exchange.
Identity Attack0.030433474
Insult0.024511116
Profanity0.01627459
Threat0.007353018
Severe Toxicity0.0018596649
Low Tox 0.06263174 Constructive 0.602 Comparative_Framing
Oct 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The indian guy literally said he and his wife came as a nurse... which is much needed in Canada... where the others you interviewed vetted when they came into the country? what was their 'hard …
The indian guy literally said he and his wife came as a nurse... which is much needed in Canada... where the others you interviewed vetted when they came into the country? what was their 'hard work' that got them qualified to come in
Identity Attack0.04667538
Insult0.018967867
Profanity0.012687869
Threat0.006149062
Severe Toxicity0.0015258789
Low Tox 0.06025757 Constructive 0.518 Question
Sep 30, 2025 24 likes Inside Canada's Indian Metropolis (Brampton)
If old immigrants are seeing an issue of offsetting the harmony that's our multiculturalism, including old Canadians and original Native Canadians. By the mass immigration policies, bringing/favouring from one country. Then you know there's a …
If old immigrants are seeing an issue of offsetting the harmony that's our multiculturalism, including old Canadians and original Native Canadians. By the mass immigration policies, bringing/favouring from one country. Then you know there's a problem. The end was great. But it lacked lto visualize what I've been saying for years : We leave the bad stuff behind. We share and teach others our cultural aspects. We're not supposed to bring the bad, the reason why we left, with us.
Identity Attack0.038167715
Insult0.020321451
Profanity0.010467518
Threat0.0062526283
Severe Toxicity0.001411438
Low Tox 0.05750068 Constructive 0.824 Policy_Critique
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study …
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study visa permits. I 100% agree with immigration officers that they need to carefully review the applications, because I also think things like this shouldn’t happen in any countries. But, I’m getting frustrated because this is delaying innocent international students’ visa process as well. I’ve finished my undergraduate studies and I decided to pursue master’s under a professor i met in my current university. I was very excited to study the field, and i applied for study extension visa months ago, and still haven’t gotten any updates from IRCC. So I couldn’t get enrolled in Fall semester. I’m still waiting, and i really hope that i can continue studying.. luckily my professor understood this situation and he said he can hold a position for me, but i’m still very anxious about all the situation. I hope all people who come to Canada are honest and don’t do illegal things. I really want them to realize that they are affecting students who just want to study. They are taking away the opportunity for others to learn.
Identity Attack0.023595277
Insult0.022512967
Profanity0.016957775
Threat0.0077802283
Severe Toxicity0.001783371
Low Tox 0.055274166 Constructive 0.858 Personal_Narrative
Sep 29, 2025 3 likes IRCC Names India in Study …
Do not judge, lest ye be judged. I can see (soon) people advocating for things that they called others "evil" for only half a century ago.
Do not judge, lest ye be judged. I can see (soon) people advocating for things that they called others "evil" for only half a century ago.
Identity Attack0.0036627878
Insult0.023866551
Profanity0.013371054
Threat0.0077025536
Severe Toxicity0.0011062622
Low Tox 0.05280026 Moderate Con 0.436 Moral_Argument
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I judge others by their actions, not their colour. SO ACT BETTER!!!
I judge others by their actions, not their colour. SO ACT BETTER!!!
Identity Attack0.019173764
Insult0.014428918
Profanity0.013200258
Threat0.0076766624
Severe Toxicity0.001745224
Low Tox 0.05131592 Moderate Con 0.343 Moral_Argument
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Sikhs are wonderful ppl, I hv been around the world. Sikhs are no.1 - they help others, support and feed the poor.
Sikhs are wonderful ppl, I hv been around the world. Sikhs are no.1 - they help others, support and feed the poor.
Identity Attack0.031980325
Insult0.016100928
Profanity0.020783609
Threat0.008582866
Severe Toxicity0.0026512146
Low Tox 0.050078966 Constructive 0.706 Solidarity
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
For those people who followed the rules and left when their stay legally ended. How does that look - they leave and others stay illegally. What message is Canadian Immigration sending?
For those people who followed the rules and left when their stay legally ended. How does that look - they leave and others stay illegally. What message is Canadian Immigration sending?
Identity Attack0.029144434
Insult0.01632893
Profanity0.009647697
Threat0.006382086
Severe Toxicity0.0011730194
Low Tox 0.049089402 Moderate Con 0.415 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
I have friends and colleagues I care deeply about that will be negatively affected by this... and I still support it! Canada needs to prioritize its citizens and it continues to fail to do this …
I have friends and colleagues I care deeply about that will be negatively affected by this... and I still support it! Canada needs to prioritize its citizens and it continues to fail to do this in so many sectors. It succeeds in others but food and job insecurity, and then housing, are massive issues in this country that could easily be avoided if the government stepped in. It doesn't matter what your political views are - take care of the citizens, even if it hurts people you care about that aren't citizens.
Identity Attack0.007547563
Insult0.024511116
Profanity0.015659723
Threat0.0072365063
Severe Toxicity0.0015163422
Low Tox 0.046368107 Constructive 0.852 Moral_Argument
Jan 19, 2026 2 likes 2.9 million Canadian temporary visas …
some people think that Patience is a Virtue --others-- Recognize it as a WEAKNESS .
some people think that Patience is a Virtue --others-- Recognize it as a WEAKNESS .
Identity Attack0.003903274
Insult0.020256994
Profanity0.011714331
Threat0.0065050707
Severe Toxicity0.0011348724
Low Tox 0.04290464 Low Con 0.295 Identity_Assertion
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Sometimes I don’t understand why people create content online that highlights specific communities or cultures in ways that can reinforce stereotypes. Just because someone belongs to a certain background doesn’t mean they represent everything shown …
Sometimes I don’t understand why people create content online that highlights specific communities or cultures in ways that can reinforce stereotypes. Just because someone belongs to a certain background doesn’t mean they represent everything shown on social media. Content like this can make others form generalized opinions, which can feel unfair and frustrating for individuals who don’t relate to those portrayals. The internet gives everyone a platform, but with that comes responsibility. Before creating content about communities, it’s important to remember that cultures are diverse and complex, and no single video can define them. At the end of the day, being respectful and human should come first. Which ethnicity you belong to , I can find 1000 flaws in your ethnicity. Just be humans . YouTube gives you leverage to talk shit. @TylerOliveira
Identity Attack0.008509507
Insult0.018710041
Profanity0.023106437
Threat0.0076507707
Severe Toxicity0.0015544891
Low Tox 0.04166769 Constructive 0.815 Moral_Argument
Feb 21, 2026 Inside Canada's Indian Invasion...
CONGRATULATIONS QUEBEC, ONTARIO AND REST OF COUNRRY NEDDS TO FOLLOW...CANADIAN CITIZENS ARE STRUGGLING WE DONT HAVE THE CAPICITY TO SUPPORT OTHERS...CANADA FIRST
CONGRATULATIONS QUEBEC, ONTARIO AND REST OF COUNRRY NEDDS TO FOLLOW...CANADIAN CITIZENS ARE STRUGGLING WE DONT HAVE THE CAPICITY TO SUPPORT OTHERS...CANADA FIRST
Identity Attack0.01555616
Insult0.017936565
Profanity0.009587918
Threat0.0069387536
Severe Toxicity0.0015926361
Low Tox 0.040925518 Constructive 0.512
Nov 27, 2025 Quebec Ends Economic Immigration Program …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around them. They like to to take care of others. They will commonly ask you if you are OK and need water, food, anything. Langar/ community kichen is inbedded in culture and makes sure everyone eats in the same humble setting. They think communally and make sure to ask all parties how they feel about a particular topic, especially before making a decision. They appreciate when you try to understand them. They love when you speak their language. These people are blessed and I love them. I really hope that people bridge the gap between each other and love thy neighbour. God Bless Chardi Kala rahin.
Identity Attack0.020279141
Insult0.017614283
Profanity0.027547138
Threat0.00933372
Severe Toxicity0.0030708313
Low Tox 0.036870047 Constructive 0.817
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
People have migrated from their homelands to other countries in different centuries—some in the 16th, 17th, 18th, 19th, 20th, and 21st centuries. I don’t understand why people claim that “we have lost our identity.” The …
People have migrated from their homelands to other countries in different centuries—some in the 16th, 17th, 18th, 19th, 20th, and 21st centuries. I don’t understand why people claim that “we have lost our identity.” The shift from being a majority to a minority is largely about timing—some people’s ancestors arrived earlier than others, usually in search of better opportunities they couldn’t find at home. Most people don’t want to leave their motherland, but they move out of necessity, not preference. Throughout history, Western and Middle Eastern powers destroyed economies, accumulated global wealth for themselves, and caused immense suffering through violence, forced conversions, and plundering. This exploitation is a major reason why some countries today struggle to reach the living standards seen in the West. The long-term effects of colonialism, conflict, and migration continue to shape societies and opportunities for many people.
Identity Attack0.014048826
Insult0.016784932
Profanity0.013917602
Threat0.0068287146
Severe Toxicity0.0011873245
Low Tox 0.03639866 Constructive 0.702 Moral_Argument
Oct 15, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Proud Indian ❤ Without fighting we are conquering wer ever v go. Thanks almighty we are fittest of all...so we shall prevail over others.
Proud Indian ❤ Without fighting we are conquering wer ever v go. Thanks almighty we are fittest of all...so we shall prevail over others.
Identity Attack0.017364962
Insult0.013440913
Profanity0.018529098
Threat0.011482717
Severe Toxicity0.0023460388
Low Tox 0.036162965 Moderate Con 0.461 Identity_Assertion
Oct 15, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Simple, vote in the liberal government. The assurance that they were always put others first before any Canadian citizens.
Simple, vote in the liberal government. The assurance that they were always put others first before any Canadian citizens.
Identity Attack0.016159095
Insult0.016100928
Profanity0.009716015
Threat0.0062914654
Severe Toxicity0.00096797943
Low Tox 0.036162965 Moderate Con 0.382
Jun 18, 2025 10 likes How Canada broke its immigration …
there are others countries than Canada!
there are others countries than Canada!
Identity Attack0.022188433
Insult0.013402912
Profanity0.010911589
Threat0.006058442
Severe Toxicity0.0013256073
Low Tox 0.034277402 Low Con 0.297 Comparative_Framing
Jan 15, 2026 4 likes 2.9 million Canadian temporary visas …
For everyone not in Canada, the guy on the bike is how 90 percent of Canadians feel. Some are to nice to say it and others speak freely like bike guy.
For everyone not in Canada, the guy on the bike is how 90 percent of Canadians feel. Some are to nice to say it and others speak freely like bike guy.
Identity Attack0.013546381
Insult0.016632931
Profanity0.011082385
Threat0.0062396824
Severe Toxicity0.0009822845
Low Tox 0.034277402 Constructive 0.59 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …

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.