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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: "How easy is it to …" 182 comments · Page 5 of 8
I live in this general area and have recently retired. True, this area doesn't look like the area did, when I was a kid and since I worked in the technical field, I was in …
I live in this general area and have recently retired. True, this area doesn't look like the area did, when I was a kid and since I worked in the technical field, I was in a real minority. So I've worked with many people of color and don't have a problem with that, or the religion, or culture they come from. That said, they are individuals and have faults like everyone else. Often, there is an automatic victimhood or racists assumption, that will get thrown in your face, but with a little thought and practice that's easy to foil, without being apologetic, since you should NEVER be apologetic, if there is no reason to be.
Identity Attack0.1232452
Insult0.06407392
Profanity0.059948977
Threat0.011327368
Severe Toxicity0.005493164
Low Tox 0.15932569 Constructive 0.788
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
9:31 Life in India it's more easy for us' he said. 9:51 so Then, why did you decide to come to Canada? Uhh,, for a better future actually! 😂😂😂
9:31 Life in India it's more easy for us' he said. 9:51 so Then, why did you decide to come to Canada? Uhh,, for a better future actually! 😂😂😂
Identity Attack0.10221587
Insult0.031807642
Profanity0.02344803
Threat0.008000307
Severe Toxicity0.00541687
Low Tox 0.15656179 Moderate Con 0.437
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
haha that why i told to westerner Democracy will never works. Communism is the best system if talk about stability and control. come visit Vietnam we will teach you how to build a nation. not …
haha that why i told to westerner Democracy will never works. Communism is the best system if talk about stability and control. come visit Vietnam we will teach you how to build a nation. not a market run by many political booth. Democracy will never work it will fail if the voters are a broken voters, this system are very easy to shaken just hijack the education system it will fall. it was catastrophic design failure.
Identity Attack0.027614836
Insult0.06319981
Profanity0.034146797
Threat0.008867673
Severe Toxicity0.0033950806
Low Tox 0.15656179 Moderate Con 0.33 Comparative_Framing
Nov 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Bro almost got smuggled and doesn't even put it in the title. I respect it - easy subscribe 🤝
Bro almost got smuggled and doesn't even put it in the title. I respect it - easy subscribe 🤝
Identity Attack0.011987305
Insult0.054962315
Profanity0.06796519
Threat0.011094344
Severe Toxicity0.0049591064
Low Tox 0.15545623 Moderate Con 0.354 Meta_Commentary
Jan 28, 2026 172 likes Inside Canada's Indian Invasion...
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never …
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never got that! and they also get the child tax free benefit too…..if they have 8-10kids wow ..they are making over six figures tax free ..free dental, free RX….I have to work hard for that! No freebies for the hard working Canadian tax payers! No wonder they all want to come to Canada …the land of milk and honey and easy money…why work? She forgot to mention that a lot of refugees never pay back the money for their air fare costs to come here ..ever! A lot of them complained when they had to go on welfare after a year…a drop on income…..oh no …maybe they have to go out in the cold to work everyday…..no , just have another kid or two…why work right. No wonder we pay high taxes in Canada!
Identity Attack0.06294931
Insult0.06652143
Profanity0.020783609
Threat0.0068287146
Severe Toxicity0.0048065186
Low Tox 0.15103401 Constructive 0.651
Aug 23, 2023 2 likes How much do refugees and …
I live in Toronto and it is full of Indian students. They are everywhere, every business, gas stations, grocery stores, dollar stores, all basic jobs you find indians. They can get visas for their spouses, …
I live in Toronto and it is full of Indian students. They are everywhere, every business, gas stations, grocery stores, dollar stores, all basic jobs you find indians. They can get visas for their spouses, their parents so easily. How is it so easy for them to get into Canada. Some can hardly speak English. Its hard to even get a basic job.
Identity Attack0.14233272
Insult0.03423163
Profanity0.014498309
Threat0.0065827454
Severe Toxicity0.0030517578
Low Tox 0.15048122 Constructive 0.631 Personal_Narrative
Nov 20, 2025 92 likes Quebec Ends Economic Immigration Program …
How does the driving worse? Is an Indian license acceptable in America or are the driving tests too easy to pass
How does the driving worse? Is an Indian license acceptable in America or are the driving tests too easy to pass
Identity Attack0.10409598
Insult0.0350029
Profanity0.022969801
Threat0.007029374
Severe Toxicity0.0032806396
Low Tox 0.15048122 Low Con 0.203 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI …
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI to prove we had never been to North America and the process lasted almost a year and a half. No money was given to our family, my dad was working our step mother was working; but now all these immigrants get in quick and free. I have a friend that works for a bank and he tells me people who can't even speak English or French show up and deposit government cheques for 30 or 40 thousand dollars. What about Canadians born and raised here, some need help, they don't get big cheques. There has to be a stop to all this influx of people coming from other countries who have it really easy once they're here, thanks to the government. I'm not anti-immigration, as I'm an immigrant myself, but this BS has to stop.
Identity Attack0.1007269
Insult0.06477321
Profanity0.027000591
Threat0.0082074385
Severe Toxicity0.0038146973
Low Tox 0.1460314 Constructive 0.823 Personal_Narrative
Sep 20, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
easy solution: select all, delete.
easy solution: select all, delete.
Identity Attack0.0074365693
Insult0.018838953
Profanity0.020646973
Threat0.13532294
Severe Toxicity0.005760193
Low Tox 0.12520397 Low Con 0.207
Jan 20, 2026 2 likes Why Canada’s immigration system has …
This is only easy Canada increase its GDP, just by importing it and fool the world calling it domestic. The country runs mainly on real estate flipping by money launders and not developed for self …
This is only easy Canada increase its GDP, just by importing it and fool the world calling it domestic. The country runs mainly on real estate flipping by money launders and not developed for self sustainable organic growth of population,
Identity Attack0.02048012
Insult0.06424874
Profanity0.017914234
Threat0.0067898775
Severe Toxicity0.0021839142
Low Tox 0.11419344 Low Con 0.232
Jan 14, 2026 Inside Canada's Indian Metropolis (Brampton)
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be …
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be putting thought into having children and starting families. But the reality is they can't afford it and everyone knows that our young Canadians don't make the list of government handouts. As a child immigrant to Canada, I am absolutely disgusted with what we've turned into and how easy it is for today's immigrants to come here, it's like spitting in the faces of immigrants like my parents and many others who had to work their asses off to be here and make a life for themselves and their kids. Every older generation immigrant I have spoken with says they feel like all of their sacrifice was for nothing. When we immigrated here, we kept our traditions, but we also embraced Canadian traditions and I passed our traditions onto my child, but she was raised Canadian and she embraces both. Our whole family has been proudly Canadian since the day we came here and it breaks our hearts to see what our Canada has become. Love that you put this out on YouTube so more people can wake up to the realities of the state of Canada. Great work!! 🙌
Identity Attack0.042550452
Insult0.05086332
Profanity0.025770858
Threat0.01119791
Severe Toxicity0.0037765503
Low Tox 0.11419344 Constructive 0.837 Personal_Narrative
Aug 25, 2025 18 likes Why Canadians Are Turning Against …
The problem with consultancy and agents doing false promises to student about canada dream getting easy pr and few communities also involved in canada.canada government an NDP opposition want illegal immigrants for they political benefits.
The problem with consultancy and agents doing false promises to student about canada dream getting easy pr and few communities also involved in canada.canada government an NDP opposition want illegal immigrants for they political benefits.
Identity Attack0.073429056
Insult0.046764325
Profanity0.011184863
Threat0.006427396
Severe Toxicity0.0017929077
Low Tox 0.11378009 Constructive 0.504
Sep 28, 2025 IRCC Names India in Study …
I work in logistics here in the U.S. and 75% of all semi truck drivers are all from other countries but they go to Canada to get their licenses then come to the U.S. and …
I work in logistics here in the U.S. and 75% of all semi truck drivers are all from other countries but they go to Canada to get their licenses then come to the U.S. and it’s so easy for them. Then they cannot read or speak English and they are hauling 80k lbs death machines
Identity Attack0.039714564
Insult0.032248367
Profanity0.015830519
Threat0.021645326
Severe Toxicity0.0037384033
Low Tox 0.112436704 Moderate Con 0.426 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
'Life in India is more easy for us..." (9:33). If life in India is so great as he says, why is he desperately here then????
'Life in India is more easy for us..." (9:33). If life in India is so great as he says, why is he desperately here then????
Identity Attack0.10221587
Insult0.029934563
Profanity0.01579636
Threat0.00746953
Severe Toxicity0.0028419495
Low Tox 0.112436704 Moderate Con 0.358 Question
Sep 21, 2025 38 likes Inside Canada's Indian Metropolis (Brampton)
Tyler. read "EASY MEAT" book by Peter McLoughlin then do the final boss video... the rp gangs in UK. 1M victims.
Tyler. read "EASY MEAT" book by Peter McLoughlin then do the final boss video... the rp gangs in UK. 1M victims.
Identity Attack0.012842959
Insult0.030816011
Profanity0.020783609
Threat0.022163315
Severe Toxicity0.0035858154
Low Tox 0.11161 Moderate Con 0.458 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Well yeah no jobs easy jail sentence easy money
Well yeah no jobs easy jail sentence easy money
Identity Attack0.0064006294
Insult0.021546122
Profanity0.019553876
Threat0.025789235
Severe Toxicity0.004119873
Low Tox 0.11161 Low Con 0.201 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
It’s easy to find them they are working at Tim Hortons walmart gas stations driving trucks the liberals know where they are they just want to close their eyes because they see them as their …
It’s easy to find them they are working at Tim Hortons walmart gas stations driving trucks the liberals know where they are they just want to close their eyes because they see them as their future voters
Identity Attack0.019776696
Insult0.039444692
Profanity0.014566627
Threat0.01086132
Severe Toxicity0.0024604797
Low Tox 0.11057663 Low Con 0.2
Oct 3, 2025 2 likes IRCC Names India in Study …
As Canadians we must mobilize . our enemy has many faces, the 1st face of our enemy is known as democracy especially our democracy in Canada, if we remove the people in power we can …
As Canadians we must mobilize . our enemy has many faces, the 1st face of our enemy is known as democracy especially our democracy in Canada, if we remove the people in power we can then fight our 2nd enemy called law enforcement then those of us who are lucky to still be alive can then fight the 3rd face called immigration. This isnt easy and many of us will die but we must do things for the greater good and this war will be long. As European descendants we must always remember the fact that our forefathers never left home soil voluntarily they were kicked out and sent here as so called criminals. They built the country to what it was up until the 1980s then the soft Canadians who only survived thanks to the strong and brave decided wokeness needed to happen and thus here we are today
Identity Attack0.04512853
Insult0.0350029
Profanity0.015386449
Threat0.020782012
Severe Toxicity0.0030899048
Low Tox 0.1104733 Constructive 0.612 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s a problem here in Canada. They aren’t heading to the USA basically all of them stay cause it’s just easy. Nobody would have a problem if they made an effort to assimilate and some …
It’s a problem here in Canada. They aren’t heading to the USA basically all of them stay cause it’s just easy. Nobody would have a problem if they made an effort to assimilate and some do but the ones who don’t ruin the image for the rest of them. Other obvious problem is we’ve let in too many people in in general like more people have come than living units have been built making many problems just right there and then and it’s not really the people who immigrates fault it’s the government. I know restricting imagination and making the test to get in harder so they actually have to know something about Canadas history and our culture and realistically we need to apply more pressure on the expectation that immigrants eventually assimilate.
Identity Attack0.055673428
Insult0.03588435
Profanity0.020578653
Threat0.0075083673
Severe Toxicity0.0030326843
Low Tox 0.10696511 Constructive 0.619 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Easy way to do it like poland now days and trump send them back home and cut down the numbers
Easy way to do it like poland now days and trump send them back home and cut down the numbers
Identity Attack0.054763943
Insult0.025413504
Profanity0.0166845
Threat0.015429466
Severe Toxicity0.0035858154
Low Tox 0.10696511 Low Con 0.176 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Metropolis (Brampton)
There are hardly any quality career opportunities to attract high quality immigrants from India. Those who are educated, for them salaries have increased far more than western countries in India so they are choosing to …
There are hardly any quality career opportunities to attract high quality immigrants from India. Those who are educated, for them salaries have increased far more than western countries in India so they are choosing to stay back. You are getting the lot who think despite lack of education, earning Dollars is easy once you migrate.
Identity Attack0.08666438
Insult0.027730936
Profanity0.011816809
Threat0.0060778605
Severe Toxicity0.0021266937
Low Tox 0.10522962 Moderate Con 0.435 Economic_Argument
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
How did this happen it's easy liberal happen
How did this happen it's easy liberal happen
Identity Attack0.033527173
Insult0.029714199
Profanity0.02119352
Threat0.008440462
Severe Toxicity0.0025939941
Low Tox 0.102626406 Low Con 0.262
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I think Quebec should absorb all of Canada and just make them all speak French. Easy day.
I think Quebec should absorb all of Canada and just make them all speak French. Easy day.
Identity Attack0.06294931
Insult0.022255141
Profanity0.012687869
Threat0.012026439
Severe Toxicity0.0032997131
Low Tox 0.10002319 Low Con 0.222
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I fully agree with Poland man. They look other immigrant who came many years ago whom their forefathers work so hard and make saving yet they want easy and fast money.
I fully agree with Poland man. They look other immigrant who came many years ago whom their forefathers work so hard and make saving yet they want easy and fast money.
Identity Attack0.05976611
Insult0.022190686
Profanity0.012961143
Threat0.0067834044
Severe Toxicity0.0019454956
Low Tox 0.08953904 Constructive 0.631 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this …
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this time it is happening through modern immigration and citizenship policies rather than conquest. Brampton is increasingly becoming Indian-dominant, not because of organic assimilation, but because Canadian government policies have allowed unchecked immigration, easy pathways to citizenship, and weak enforcement against illegal overstays. This demographic shift is a direct consequence of Canadian governance decisions, not the actions of immigrants alone. It is also important to acknowledge an uncomfortable reality: while many Indians in Brampton are hardworking, skilled, and law-abiding, there are individuals living there who are reportedly facing criminal charges or are wanted in India, yet continue to remain abroad due to legal loopholes, slow extradition processes, or a lack of coordination between governments. Ignoring this issue only undermines trust and accountability. Ultimately, the responsibility lies with the Canadian government. Citizenship is granted by Canada, not India. If Brampton is changing rapidly in its cultural and demographic makeup, it is because policymakers chose growth without proper planning, enforcement, or integration. History shows that when governments ignore demographic balance and social cohesion, long-term consequences follow—regardless of which group is involved.
Identity Attack0.04538634
Insult0.0279513
Profanity0.013985921
Threat0.0074436385
Severe Toxicity0.0020599365
Low Tox 0.079250954 Constructive 0.67
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)

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.