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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: "Canada , don't let the …" 281 comments · Page 10 of 12
When we entered this country legally, Canada took our fingerprints with full biometric data. So, what's the point? WES to verify our study certificates, but who is actually working? We paid thousands of dollars to …
When we entered this country legally, Canada took our fingerprints with full biometric data. So, what's the point? WES to verify our study certificates, but who is actually working? We paid thousands of dollars to Canada 🇨🇦 for this, yet you still can't track fraud and let them in, and now you're just finding them 😅 g8.
Identity Attack0.02128403
Insult0.036809623
Profanity0.015693882
Threat0.006207318
Severe Toxicity0.0017356873
Low Tox 0.09872158 Constructive 0.563
Sep 30, 2025 IRCC Names India in Study …
Canada needs to crack down on this as soon as possible. This situation is getting out of control! How is the government letting so many people in on fraudulent documents and then not even deporting …
Canada needs to crack down on this as soon as possible. This situation is getting out of control! How is the government letting so many people in on fraudulent documents and then not even deporting them?!?
Identity Attack0.015053716
Insult0.035553806
Profanity0.012141321
Threat0.009307829
Severe Toxicity0.0015163422
Low Tox 0.09872158 Moderate Con 0.366 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
As an immigrant like myself, I came to study in Canada. I came to learn Canadian culture which has always been polite, humble, and friendly. Nowadays I am seeing things have changed compare with 22 …
As an immigrant like myself, I came to study in Canada. I came to learn Canadian culture which has always been polite, humble, and friendly. Nowadays I am seeing things have changed compare with 22 years ago when I came here. I learned true Canadian cultures from my host family and my Canadian friends. Honestly, there are some immigrants who are coming to Canada who are not trying to learn and even tried to integrate into the culture. You don't come to someone's home and destroy it. You want to make yourself welcomed in Canada. Canada is an amazing country please don't destroy it. I worked hard to stay in Canada and I love this country. I also pay my taxes for some people to get their free stuffs when they entered into Canada, what is going on? Love Canada and let's us united again. ❤❤❤❤❤
Identity Attack0.048737846
Insult0.032689095
Profanity0.022423252
Threat0.009230154
Severe Toxicity0.0027275085
Low Tox 0.09828771 Constructive 0.866
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Canada's immigration system has lowered the bar big time. What happened to their mandate after '67 that was supposed to be focused on permitting entry to only skilled immigrants? Now, they're letting any immigrant with …
Canada's immigration system has lowered the bar big time. What happened to their mandate after '67 that was supposed to be focused on permitting entry to only skilled immigrants? Now, they're letting any immigrant with a pulse come in. As a result, rents and housing prices have skyrocketed, and now the average Canadian can no longer afford to buy a home. Of course, it doesn't help that the government got out of the homebuilding business decades ago; big mistake. Our government has done this country a huge disservice.
Identity Attack0.041003603
Insult0.03412145
Profanity0.015113175
Threat0.0069646453
Severe Toxicity0.002374649
Low Tox 0.09828771 Constructive 0.572 Policy_Critique
Jun 20, 2025 9 likes How Canada broke its immigration …
Grew up in Brampton from age 5-10, half a decade of being a kid in such an open suburb area. Many neighbourhoods now we're farmlands and empty lots. The Indian population was just starting to …
Grew up in Brampton from age 5-10, half a decade of being a kid in such an open suburb area. Many neighbourhoods now we're farmlands and empty lots. The Indian population was just starting to boom, as I thought would all other ethnicities. Regardless of the changes of demographics, Brampton is still such a beautiful city, just taken over by overpopulation at a fast pace. We do not complain, but as a Country we should consider the rate of growth as a positive but also has many negatives. Finding jobs in Brampton is nearly impossible as a young adult - and also looking for new homes with landlords that aren't of Indian descent is becoming a rare occurrence. Changes can be made to benefit both Canadians and Indians as we are known for accepting all cultures, that is what I love about Canada. It is a sight to see when you witness the Indian culture in Brampton, lets not take that away!
Identity Attack0.060220852
Insult0.03070583
Profanity0.021876704
Threat0.008867673
Severe Toxicity0.0033569336
Low Tox 0.09785384 Constructive 0.869 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. …
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. When you let in gobs of just anyone.. you end up with Brampton, Ontario, or Sweden, where foreign nationals have brought their own opinion of how life should be to a previously high trust/well functioning area. Like the opposite of gentrification. Basically slumification, a reduction in trust, an increase in crime, an increase in corruption.. Who would have thought there would one day be new Canadian citizens calling for Sharia Law in Canada? That is when immigration "jumped the shark", and the system needs fixing. And Canada already has the fix: Limit immigration to economically well off migrants who meet the points quota: ie, they are educated and speak english or french. And greatly restrict refugees... we have enough homeless and economically useless people, we do not need more.
Identity Attack0.04203484
Insult0.033019636
Profanity0.015693882
Threat0.0069905366
Severe Toxicity0.0021743774
Low Tox 0.091913216 Constructive 0.614
Jun 19, 2025 2 likes How Canada broke its immigration …
Let's face it, there's no such as being Canadian. To be Canadian is to leave in Canada. In 100 Years from now, Canada will likely either not exist or have an completely different name.
Let's face it, there's no such as being Canadian. To be Canadian is to leave in Canada. In 100 Years from now, Canada will likely either not exist or have an completely different name.
Identity Attack0.060220852
Insult0.020837102
Profanity0.011543535
Threat0.00789674
Severe Toxicity0.0022411346
Low Tox 0.08795626 Low Con 0.243
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Reduce pressure on housing”? Please. Three houses on my street are sitting empty, owned by wealthy people who don’t even live in Canada. That’s the reality on the ground. You can cut immigration all you …
Reduce pressure on housing”? Please. Three houses on my street are sitting empty, owned by wealthy people who don’t even live in Canada. That’s the reality on the ground. You can cut immigration all you want, and it still won’t fix the housing crisis. And let’s be precise: immigrants are not the same as migrants. Canada has high levels of legal, permanent immigration, but very little irregular or transient migration compared to other Western countries. The problem isn’t people needing homes. It’s homes being treated like safety-deposit boxes for the global rich. Empty houses, speculative ownership, and capital parked in real estate do far more damage than newcomers ever could. Blaming immigration is just a convenient distraction from the real issue: housing has been turned into an investment vehicle instead of a place to live.
Identity Attack0.035847444
Insult0.029604018
Profanity0.013576009
Threat0.007353018
Severe Toxicity0.0020599365
Low Tox 0.08637348 Constructive 0.615 Policy_Critique
Feb 11, 2026 7 likes Canada's tighter immigration policy divides …
8:30 I don't buy it. They say we "have" to increase population because Canada has an aging population? Why? What wpuld happen if we don't? Increased quality of life? More affordable cost of living? Workers …
8:30 I don't buy it. They say we "have" to increase population because Canada has an aging population? Why? What wpuld happen if we don't? Increased quality of life? More affordable cost of living? Workers actually being valued and needed instead of competing for not even enough jobs? Oooh, so scary. Whatever they thought would happen, I don't see how it could have been worse than what we have now. How is getting millions of Tim Hortons and Walmart workers helping the aging population? It doesn't. The explanations don't make sense. 9:25 bs!!! How could they possibly think this? Their position is that since there was a population explosion in the 40's, now every future generation has to explode their population as well, or else there will be too many old people? Come on. It's too ridiculous to take seriously. Now since the rate isn't the same as the 40's they decide let's just import from countries that are massively over populated.... and become more like them. Like... NO!!! This is not what I want from life or for our world.
Identity Attack0.009434453
Insult0.03312982
Profanity0.020032106
Threat0.0071199946
Severe Toxicity0.0022602081
Low Tox 0.08320791 Constructive 0.71 Policy_Critique
Sep 24, 2025 1 likes Why Canadians Are Turning Against …
Let's put it another way... I was born in Canada and I had moved abroad at 30 for work and was gone for about 10 years. When I got back, it happened to be the …
Let's put it another way... I was born in Canada and I had moved abroad at 30 for work and was gone for about 10 years. When I got back, it happened to be the same year our PM was waiting at the airport for the arrival of some refugees with winter coats for them and their Medicare cards, as well as housing provided for them. I had to run around for a full month trying to get my drivers license renewed since it had expired, and had to wait a full 6 months to get a probationary Medicare card, p-r-o-b-a-t-i-o-n-a-r-y....I felt outraged. I am not saying that many don't have a valid reason to flee their country, but when they know that they will receive housing and cash, of course people will flock to Canada, even if they aren't fleeing something.
Identity Attack0.020681098
Insult0.032248367
Profanity0.018392462
Threat0.0070552654
Severe Toxicity0.0022792816
Low Tox 0.08004235 Constructive 0.839
Feb 15, 2018 19 likes How much do refugees and …
It's not just Canada It's around the world. Councils and governments just let our towns be take over. I live in the country (Australia) and it's happening way out in nowhere. Won't be long before …
It's not just Canada It's around the world. Councils and governments just let our towns be take over. I live in the country (Australia) and it's happening way out in nowhere. Won't be long before this is little India too
Identity Attack0.050671257
Insult0.02425329
Profanity0.013507691
Threat0.007547205
Severe Toxicity0.0019931793
Low Tox 0.079250954 Constructive 0.617 Fear_Threat
Jan 27, 2026 16 likes Inside Canada's Indian Invasion...
Lets talk about immigrants coming to Canada and having children.
Lets talk about immigrants coming to Canada and having children.
Identity Attack0.06522302
Insult0.018838953
Profanity0.012277958
Threat0.0067316215
Severe Toxicity0.0018310547
Low Tox 0.07845957 Low Con 0.265 Question
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Canada has let in too many Palestinians, ISIS, Pakistanis, Bangladeshis and Khalistanis who are now ‘Canadian’ and commit crimes on both sides of the border. Plus as the Canadian economy crumbles, many genuine Canadians are …
Canada has let in too many Palestinians, ISIS, Pakistanis, Bangladeshis and Khalistanis who are now ‘Canadian’ and commit crimes on both sides of the border. Plus as the Canadian economy crumbles, many genuine Canadians are trying to move to the United States.
Identity Attack0.096797325
Insult0.0060958085
Profanity0.00014097943
Threat0.001232904
Severe Toxicity0.000010263199
Low Tox 0.077135615
Dec 11, 2025
Deportations are not at a high enough level. We need to increase it 100x and stop letting more in. We need to fix Canada first.
Deportations are not at a high enough level. We need to increase it 100x and stop letting more in. We need to fix Canada first.
Identity Attack0.034558404
Insult0.018065477
Profanity0.009869732
Threat0.009126588
Severe Toxicity0.0022125244
Low Tox 0.075294 Moderate Con 0.367 Call_To_Action
Dec 30, 2025 1 likes Deportations From Canada at Their …
Let me guess , Canada started letting migrants run the immigration system ?
Let me guess , Canada started letting migrants run the immigration system ?
Identity Attack0.053399716
Insult0.018001022
Profanity0.010621235
Threat0.006589218
Severe Toxicity0.0015544891
Low Tox 0.069754265 Low Con 0.168
Jun 26, 2025 1 likes How Canada broke its immigration …
Accountability should fall on the Government of Canada. They stopped screening properly. There used to be a point system that determined who could immigrate, and it actually worked. I’m of Pakistani descent, born and raised …
Accountability should fall on the Government of Canada. They stopped screening properly. There used to be a point system that determined who could immigrate, and it actually worked. I’m of Pakistani descent, born and raised here, and when I’m in Brampton and walk into a Circle K, people start speaking to me in Hindi or Punjabi right away — it’s a trip. At the same time, I’m not saying everyone coming is bad. A lot of international students and new immigrants are hardworking people who want to build a better life. But plenty are also gaming the system. The real issue is that Canada messed up by letting in too many at once, with no structure to help them assimilate. When there’s no integration, no surprise people just act like they’re back home.
Identity Attack0.037909906
Insult0.02618698
Profanity0.015693882
Threat0.007301235
Severe Toxicity0.0018024445
Low Tox 0.067380086 Constructive 0.77 Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Lmao well lets gooo Canada 😂😂😂🇮🇳
Lmao well lets gooo Canada 😂😂😂🇮🇳
Identity Attack0.013445892
Insult0.019547975
Profanity0.04216301
Threat0.0074954215
Severe Toxicity0.003967285
Low Tox 0.06579731 Low Con 0.284 Solidarity
Feb 9, 2026 Inside Canada's Indian Invasion...
Let’s just become American Canada is over
Let’s just become American Canada is over
Identity Attack0.031464707
Insult0.017872108
Profanity0.013302735
Threat0.010032792
Severe Toxicity0.0026893616
Low Tox 0.06500591 Low Con 0.194 Fear_Threat
Jan 19, 2026 Canada’s new rules in 2026
80,000. People loose in Canada?????? Let's wake Up Canada
80,000. People loose in Canada?????? Let's wake Up Canada
Identity Attack0.022188433
Insult0.021675033
Profanity0.011082385
Threat0.008712323
Severe Toxicity0.0023269653
Low Tox 0.06421452 Moderate Con 0.403
Nov 5, 2025 IRCC Names India in Study …
Lets place the blame on the "consultants" these families pay to get their children a spot in Canada.
Lets place the blame on the "consultants" these families pay to get their children a spot in Canada.
Identity Attack0.02048012
Insult0.026058068
Profanity0.010911589
Threat0.007340072
Severe Toxicity0.0015830994
Low Tox 0.061444655 Moderate Con 0.338
Sep 29, 2025 IRCC Names India in Study …
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of …
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of the Canadians accepted foreign work experience so they created thier own jobs . B4 asking why aren’t you integrating has Canada asked the tough questions to themselves why do they make it hard for ppl to find jobs in the first place ? In India community is a strong feature no matter where you are they will create an environment that replicates home to ensure their roots stay strong and it’s also for support, loneliness and many things . Now ppl from India don’t just come to Canada due to job crisis back home they come bcz they want to escape the 1.4 billion population and suffocation that comes with it . The negative thing about Indians is they don’t know what’s right n wrong . It’s a thin line bcz that common sense isn’t taught in India . In India your in a race if you snooze you loose so those bad habits of trying to beat the competition comes with a world of bad manners and bad civic sense . Which now unfortunately due to cities like these won’t go away . They’ll stay the same bcz Brampton is that home away from home comfort pillow tat screams LETS NOT CHANGE .
Identity Attack0.03223813
Insult0.026702631
Profanity0.015249812
Threat0.006479179
Severe Toxicity0.0018978119
Low Tox 0.06065326 Constructive 0.671 Policy_Critique
Nov 9, 2025 Inside Canada's Indian Metropolis (Brampton)
SO TRUE !!! LET'S START WITH THE GOVERNMENTS !! OUR GOVERNMENTS SHOULD BE GOOD REAL CANADIANS... " FROM CANADA ONLY" !!!!
SO TRUE !!! LET'S START WITH THE GOVERNMENTS !! OUR GOVERNMENTS SHOULD BE GOOD REAL CANADIANS... " FROM CANADA ONLY" !!!!
Identity Attack0.042550452
Insult0.019547975
Profanity0.011236101
Threat0.0072882893
Severe Toxicity0.00289917
Low Tox 0.058737632 Moderate Con 0.368
Sep 16, 2025 2 likes Why Canadians Are Turning Against …
At 16:00 This man is talks about new immigrants still keeping their culture and religion.Europeans first arrived in Canada around the early 11th century,berfore they arrived native people were living in Canada did European left …
At 16:00 This man is talks about new immigrants still keeping their culture and religion.Europeans first arrived in Canada around the early 11th century,berfore they arrived native people were living in Canada did European left their culture,language and religion and took the native culture and religion?.lets all take native Canadian language religion and culture.
Identity Attack0.04512853
Insult0.01632893
Profanity0.009681856
Threat0.006375613
Severe Toxicity0.0014686584
Low Tox 0.055521555 Constructive 0.537
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Everything the Government did to hurt their own citizens and create scenarios that would never let the citizens of Canada to have an inclusive and integrated population. And it's worse for everyone and the government …
Everything the Government did to hurt their own citizens and create scenarios that would never let the citizens of Canada to have an inclusive and integrated population. And it's worse for everyone and the government is taxing us more and spending it on everything but Canadians and Canadian infrastructure.
Identity Attack0.020178653
Insult0.023608726
Profanity0.010911589
Threat0.0068287146
Severe Toxicity0.0014209747
Low Tox 0.055274166 Moderate Con 0.438 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
They are some insane regulations that prevent people from leaving Canada, like exit taxes , somebody has absolutely owned anything , and has to pay 25000 to completely disconnect from Canada and being able to …
They are some insane regulations that prevent people from leaving Canada, like exit taxes , somebody has absolutely owned anything , and has to pay 25000 to completely disconnect from Canada and being able to leave Canada. I am asking the authorities to cancel the leaving tax fee and let the people leave if they want to do so.
Identity Attack0.0007638468
Insult0.035654884
Profanity0.0004206933
Threat0.00031321726
Severe Toxicity0.0000059225677
Low Tox 0.055232093
Apr 19, 2025 1 likes

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.