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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: "This is very sad and …" 300 comments · Page 8 of 12
being an Immigrant, I should agree Canada has lost it's culture.... :( , sad that people are not getting the jobs, local students are suffering
being an Immigrant, I should agree Canada has lost it's culture.... :( , sad that people are not getting the jobs, local students are suffering
Identity Attack0.17070955
Insult0.061801232
Profanity0.014293353
Threat0.007521313
Severe Toxicity0.0040626526
Low Tox 0.19314334 Constructive 0.651
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Let's go back 30 years when Europeans who came over had to buy and run a business for 5 years then they could apply for Canadian citizenship. My gosh a lot sure changed when Justin …
Let's go back 30 years when Europeans who came over had to buy and run a business for 5 years then they could apply for Canadian citizenship. My gosh a lot sure changed when Justin Trudeau came in power. Welcome the WEF. So incredibly sad and futile, now because the average Canadian can not survive the government offers them MAID.
Identity Attack0.06340405
Insult0.089778624
Profanity0.025087673
Threat0.009178371
Severe Toxicity0.004310608
Low Tox 0.19314334 Constructive 0.546 Policy_Critique
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
Where ever they go. Move in, create a clique, multiply, influence politics, multiply more, another India! One by one... What a sad, sad end.
Where ever they go. Move in, create a clique, multiply, influence politics, multiply more, another India! One by one... What a sad, sad end.
Identity Attack0.11976352
Insult0.076819435
Profanity0.020851927
Threat0.012130005
Severe Toxicity0.005455017
Low Tox 0.1893425 Low Con 0.166
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
My son is 16 years old can't even find a part time job unbelievable Canada is going down I'm a daughter of Italian immigrants and I can safely say Canada has lost its culture richness …
My son is 16 years old can't even find a part time job unbelievable Canada is going down I'm a daughter of Italian immigrants and I can safely say Canada has lost its culture richness so sad
Identity Attack0.14661247
Insult0.06494803
Profanity0.017094411
Threat0.006874025
Severe Toxicity0.0043296814
Low Tox 0.1883923 Constructive 0.682
Aug 28, 2025 3 likes Why Canadians Are Turning Against …
The sad part the country becomes the same way as what they left back in their countries. Then they run for office same corruption It’s back to square one again just in a different location
The sad part the country becomes the same way as what they left back in their countries. Then they run for office same corruption It’s back to square one again just in a different location
Identity Attack0.049761772
Insult0.110259406
Profanity0.015044857
Threat0.0066215824
Severe Toxicity0.0031852722
Low Tox 0.1883923 Low Con 0.248 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
sad day in Canada were witnessing cultural disintegration of the majority and ITS ALL the fault of the liberals, everything! this is not democracy its "monoply from the miniocracy of the strange"
sad day in Canada were witnessing cultural disintegration of the majority and ITS ALL the fault of the liberals, everything! this is not democracy its "monoply from the miniocracy of the strange"
Identity Attack0.073429056
Insult0.086852804
Profanity0.014054239
Threat0.0066280556
Severe Toxicity0.00289917
Low Tox 0.18459146 Low Con 0.231 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Brampton is a prime example of a failed immigration policy, no integration, complete enclave mentality. They are doing it all across Canada - my family is from Caledon just outside of Brampton and it has …
Brampton is a prime example of a failed immigration policy, no integration, complete enclave mentality. They are doing it all across Canada - my family is from Caledon just outside of Brampton and it has been incredibly sad to see how it has changed negatively over the years.
Identity Attack0.099899694
Insult0.0836065
Profanity0.011936366
Threat0.0062137907
Severe Toxicity0.0031661987
Low Tox 0.17891699 Constructive 0.68 Policy_Critique
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've …
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've met a lot of Turkish people and a few of them weren't best pleased with the amount of turkish people, and in this video an Indian man says there's too much of it too. Its not an uncommon sentiment among immigrants that they specifically came here for a change in culture, only for it to follow them here. Specifically surrounding politics, a lot of them leave because of the politics where they were, only to find its just as much of a problem here because so many bring those problems over with them rather than leaving them behind. Just to clarify though while I think immigration is obviously a big problem in its current state, I'm not at all against the idea of immigration in general. I care more about where people are going than where they're from. Its just very odd when you hear a strong accented polish lady walk passed complaining and swearing about all the polish people. I guess it does make sense though, if i imagine desperately wanting to leave home for Australia, it would obviously be disappointing to arrive after packing up my life savings to find out all of the people and all of the things were exactly the same as back home. Pretty sad when you think about it.
Identity Attack0.2127345
Insult0.054962315
Profanity0.07126612
Threat0.009981008
Severe Toxicity0.0062942505
Low Tox 0.17891699 Constructive 0.838 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As an Indian, that's really sad and I'm sorry on behalf of everyone Every country needs to protect it's identity If you're proud of your country, stay there. If you wish to move out from …
As an Indian, that's really sad and I'm sorry on behalf of everyone Every country needs to protect it's identity If you're proud of your country, stay there. If you wish to move out from your country just assimilate, learn their language , learn their rules, follow their traditions and be nice Idk why it's so difficult for them to understand such basic things Government needs to thoroughly scrutinise immigrants. Tbh it's bad for both countries There are good, kind and respectful Indians but because of these idiots who don't assimilate and behave stupidly, the actual good ones get hate and face racism For canada or any country, immigrants should only be legitimately skilled. Before entering the country they need to be taught the rules and asked straightforward questions by the officers I support immediate deportation of all those idiots who don't assimilate and create ruccus in other countries
Identity Attack0.15517195
Insult0.06599696
Profanity0.07934829
Threat0.009540852
Severe Toxicity0.008430481
Low Tox 0.17805049 Constructive 0.805 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
So so sad. The destruction of acwestern country by design not by accident😢😢😢😢canada is gone😢😢😢
So so sad. The destruction of acwestern country by design not by accident😢😢😢😢canada is gone😢😢😢
Identity Attack0.06385879
Insult0.04383647
Profanity0.015010698
Threat0.031314444
Severe Toxicity0.005607605
Low Tox 0.17631748 Moderate Con 0.337
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
We have a similar crisis here in London. I myself am a British Born Indian guy, my grandfather came to London in the 50s after serving in the British Army. He worked hard, paid his …
We have a similar crisis here in London. I myself am a British Born Indian guy, my grandfather came to London in the 50s after serving in the British Army. He worked hard, paid his taxes and integrated. Sadly the kids coming here now are uncivilised, loud, disrespectful and don't know how to integrate. Places like Hounslow, Ilford, Harrow, East Ham are just some examples of how bad the situation has become.
Identity Attack0.10221587
Insult0.07745308
Profanity0.017299367
Threat0.0076119336
Severe Toxicity0.0036811829
Low Tox 0.17285149 Constructive 0.805 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Metropolis (Brampton)
sad to see canada going down the drain thank you liberals
sad to see canada going down the drain thank you liberals
Identity Attack0.08831879
Insult0.07555214
Profanity0.015181494
Threat0.008052089
Severe Toxicity0.003566742
Low Tox 0.17025198 Low Con 0.274 Policy_Critique
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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 …
Canada let in pubjabis from the smallest of villages in Punjab and now all Indians are depicted like this. It’s so sad that Indians in general are scapegoated when it’s the government, particularly IRCC’s fault …
Canada let in pubjabis from the smallest of villages in Punjab and now all Indians are depicted like this. It’s so sad that Indians in general are scapegoated when it’s the government, particularly IRCC’s fault for not adequately enforcing their guidelines or doing their due diligence with who they let into the country.
Identity Attack0.17070955
Insult0.058475737
Profanity0.015386449
Threat0.0075083673
Severe Toxicity0.003528595
Low Tox 0.16043124 Constructive 0.547
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
The video shows facts, and it is sad to see people turning Canada into the country they came from (not just India). But funny how the older immigrants totally calling out the more educated and …
The video shows facts, and it is sad to see people turning Canada into the country they came from (not just India). But funny how the older immigrants totally calling out the more educated and recent immigrants for being free loaders, while not realizing the young are paying for your benefits. You worked a minimum wages job and bought landed properties with lunch money, while being the core reason for the housing crises because you "don't want condos or apartments to be build in our single household areas". Hypocrites!!
Identity Attack0.10221587
Insult0.07365121
Profanity0.020646973
Threat0.0072235605
Severe Toxicity0.0044059753
Low Tox 0.15987846 Constructive 0.643 Personal_Narrative
Jan 20, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
as a son of immigrants and born in canada, i understand everyones concerns. for all the hard work we've done to assimilate and be accepted, the newer indians have thrown that hard work we've done …
as a son of immigrants and born in canada, i understand everyones concerns. for all the hard work we've done to assimilate and be accepted, the newer indians have thrown that hard work we've done out the window very sad
Identity Attack0.17614605
Insult0.04969218
Profanity0.01805087
Threat0.006912862
Severe Toxicity0.003452301
Low Tox 0.15987846 Constructive 0.767 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I have ti give some context here especaly w the Punjab's and sheiks- they are a heavily persecuted community in Both india and Pakistan, there state of Punjab was split into 2 during the partition, …
I have ti give some context here especaly w the Punjab's and sheiks- they are a heavily persecuted community in Both india and Pakistan, there state of Punjab was split into 2 during the partition, and they often end up getting in the crossfire between the Muslims and Hindus sadly hence why they are eager to leave
Identity Attack0.18313584
Insult0.058475737
Profanity0.043916557
Threat0.012906751
Severe Toxicity0.0065612793
Low Tox 0.1587729 Constructive 0.734 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Sad part they are bringing in more young males. Contrary to what some people think you need females that are born female to have babies.
Sad part they are bringing in more young males. Contrary to what some people think you need females that are born female to have babies.
Identity Attack0.14019285
Insult0.034011267
Profanity0.01941724
Threat0.007793174
Severe Toxicity0.0037956238
Low Tox 0.15766735 Moderate Con 0.319
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Its sad cause there are lovely people from both india and china here that want to live and thrive in canada and be canadian, they dont want the country they left. But for some reason …
Its sad cause there are lovely people from both india and china here that want to live and thrive in canada and be canadian, they dont want the country they left. But for some reason liberal politicians think they need to bring in people from these places who hate us and want to change things. I feel bad for the people who came here to be here genuinely. Nobody can afford anything here now because of being overrun
Identity Attack0.12208464
Insult0.05262003
Profanity0.016547862
Threat0.007094103
Severe Toxicity0.0030708313
Low Tox 0.15711457 Constructive 0.65 Identity_Assertion
Feb 5, 2026 Inside Canada's Indian Invasion...
This is so sad and I am just a minute into this video. This isn’t Canada anymore! Why? Just Why? Canadians are rapidly being replaced.
This is so sad and I am just a minute into this video. This isn’t Canada anymore! Why? Just Why? Canadians are rapidly being replaced.
Identity Attack0.10221587
Insult0.03522326
Profanity0.014190876
Threat0.00823333
Severe Toxicity0.003528595
Low Tox 0.15324512 Constructive 0.517 Fear_Threat
Feb 27, 2026 Inside Canada's Indian Metropolis (Brampton)
Its not just Brampton, all of Canada has been invaded. It makes me sad and angry. We need remigration now, before the country is completely lost
Its not just Brampton, all of Canada has been invaded. It makes me sad and angry. We need remigration now, before the country is completely lost
Identity Attack0.053854458
Insult0.05262003
Profanity0.0157622
Threat0.012647836
Severe Toxicity0.003528595
Low Tox 0.15269235 Constructive 0.526 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I don't know why these ladies sound so sad about deportations. If they don't qualify then I don't see an issue, they should go back.
I don't know why these ladies sound so sad about deportations. If they don't qualify then I don't see an issue, they should go back.
Identity Attack0.06340405
Insult0.046178754
Profanity0.01620627
Threat0.010938995
Severe Toxicity0.0031852722
Low Tox 0.14950264 Constructive 0.559 Policy_Critique
Dec 24, 2025 13 likes Deportations From Canada at Their …
As a someone who has lived in Brampton for over 20yrs I can say this video was pretty accurate. It was weird seeing places I past daily. Something that people don’t talk about when we …
As a someone who has lived in Brampton for over 20yrs I can say this video was pretty accurate. It was weird seeing places I past daily. Something that people don’t talk about when we speak about immigration are the temporary work agencies. They prey on Indian immigrants just as much as some of the colleges do. It’s sad really.
Identity Attack0.120924085
Insult0.03588435
Profanity0.022423252
Threat0.0074954215
Severe Toxicity0.002937317
Low Tox 0.14950264 Constructive 0.743 Personal_Narrative
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Ill say this lastly. Why do we all have to leave why does the gov keep getting away with this. There is only one solution. Sadly. When the gov sells you out and tries to …
Ill say this lastly. Why do we all have to leave why does the gov keep getting away with this. There is only one solution. Sadly. When the gov sells you out and tries to replace those who built the nation, its called treason. I smell the likes of marie antoinette on our politicians and i suspect a similar outcome for them very soon.
Identity Attack0.006696612
Insult0.070799805
Profanity0.015932998
Threat0.008738215
Severe Toxicity0.002002716
Low Tox 0.1460314 Moderate Con 0.453
Aug 26, 2025 Why Canadians Are Turning Against …
It sad bro. I grew up in Brampton. All the kids had different backgrounds. No problems. But as I got older around end of highschool early uni it's just became all Indians and it just …
It sad bro. I grew up in Brampton. All the kids had different backgrounds. No problems. But as I got older around end of highschool early uni it's just became all Indians and it just never stopped
Identity Attack0.15303208
Insult0.030595649
Profanity0.04366605
Threat0.007637825
Severe Toxicity0.0050354004
Low Tox 0.1460314 Constructive 0.608 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...

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.