Skip to content
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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Why not!…. Isn’t that a …" 318 comments · Page 10 of 13
So. As a renovations contractor, I do bathrooms, kitchens, basements and additions...I have been called many many times by people from India to quote their work. And when I do, they think im bartering with …
So. As a renovations contractor, I do bathrooms, kitchens, basements and additions...I have been called many many times by people from India to quote their work. And when I do, they think im bartering with them. Can you do cash? Can you do it for 10,000 less? Can you just get materials for me? Can you recommend someone else? OMG. I don't even give them quotes anymore. This isn't a race to the bottom. Although they would like that. This government is certainly trying to make it that.
Identity Attack0.05612817
Insult0.027218282
Profanity0.024951037
Threat0.0069905366
Severe Toxicity0.002861023
Low Tox 0.10566349 Constructive 0.658 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Isn't Canada owned by China so it doesn't really matter anymore
Isn't Canada owned by China so it doesn't really matter anymore
Identity Attack0.07508347
Insult0.027347196
Profanity0.015864678
Threat0.0070552654
Severe Toxicity0.0024414062
Low Tox 0.104795754 Low Con 0.186 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone …
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone else, for it is an outrage to discriminate against any such man because of creed, or birthplace, or origin.. But this is predicated upon the person’s becoming in every facet a Canadian, and nothing but a Canadian… There can be no divided allegiance here. Any man who says he is a Canadian, but something else also, isn’t a Canadian at all. We have room for but one flag, the Canadian flag… And we have room for but one sole loyalty and that is a loyalty to the Canadian people.’ Wilfrid Laurier 1907
Identity Attack0.060675595
Insult0.03335018
Profanity0.017026093
Threat0.007974415
Severe Toxicity0.0024986267
Low Tox 0.104361884 Constructive 0.515 Identity_Assertion
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
I'm so glad Singapore isn't as woke as the West, it's not perfect but they responded to the public backlash against mass migration here
I'm so glad Singapore isn't as woke as the West, it's not perfect but they responded to the public backlash against mass migration here
Identity Attack0.061130337
Insult0.028722567
Profanity0.018187506
Threat0.008000307
Severe Toxicity0.0022697449
Low Tox 0.104361884 Constructive 0.642 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Don't worry, guys. The great replacement isn't real. Wikipedia told me so.
Don't worry, guys. The great replacement isn't real. Wikipedia told me so.
Identity Attack0.01374736
Insult0.028281843
Profanity0.03189224
Threat0.009126588
Severe Toxicity0.002155304
Low Tox 0.103928015 Low Con 0.236 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
the problem isn’t them necessarily but they way they refuse to assimilate to canadian culture. it’s exhausting.
the problem isn’t them necessarily but they way they refuse to assimilate to canadian culture. it’s exhausting.
Identity Attack0.05976611
Insult0.030485468
Profanity0.011526455
Threat0.0064597605
Severe Toxicity0.0016975403
Low Tox 0.103060275 Moderate Con 0.304 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
STOP SPREADING HATE — CANADA IS FOR EVERYONE!” So what if the Indian population is growing? We’re all immigrants or descendants of immigrants — that’s the truth! People come here to study, to work hard, …
STOP SPREADING HATE — CANADA IS FOR EVERYONE!” So what if the Indian population is growing? We’re all immigrants or descendants of immigrants — that’s the truth! People come here to study, to work hard, to build businesses, to pay taxes, and to make this country stronger, just like every generation before them. So stop pointing fingers. This is our Canada, built by all of us, together. Diversity isn’t the problem — it’s our power. 💪
Identity Attack0.053399716
Insult0.026831545
Profanity0.012722028
Threat0.0066733654
Severe Toxicity0.0020694733
Low Tox 0.10175867 Constructive 0.653 Solidarity
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
how is filing a fake refugee claim isn't criminal in and of itself? explain that to me why are ya'll always giving everyone the benefit of the doubt
how is filing a fake refugee claim isn't criminal in and of itself? explain that to me why are ya'll always giving everyone the benefit of the doubt
Identity Attack0.018068384
Insult0.034011267
Profanity0.01490822
Threat0.0070164283
Severe Toxicity0.0017166138
Low Tox 0.1013248 Moderate Con 0.332 Policy_Critique
Dec 30, 2025 Deportations From Canada at Their …
I hope Canada doesn’t keep making ppl work years for PR then pull the rug from under them. This isn’t fair and this will turn skilled workers away. 🙄🤨😒🙈🙉🙊
I hope Canada doesn’t keep making ppl work years for PR then pull the rug from under them. This isn’t fair and this will turn skilled workers away. 🙄🤨😒🙈🙉🙊
Identity Attack0.014249804
Insult0.033570543
Profanity0.016957775
Threat0.009074804
Severe Toxicity0.0023174286
Low Tox 0.10089093 Moderate Con 0.435 Policy_Critique
Nov 24, 2025 Quebec Ends Economic Immigration Program …
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this …
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this country. This isn't the Canada I grew up in and it's not the Canada that I want to keep living in. I hope it will be fixed. I love Canada
Identity Attack0.06385879
Insult0.028832749
Profanity0.011133623
Threat0.0067186756
Severe Toxicity0.002231598
Low Tox 0.10045706 Constructive 0.625
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If 1 in 4 Canadians is immigrant, then 1 in 4 Canadians isn't Canadian.
If 1 in 4 Canadians is immigrant, then 1 in 4 Canadians isn't Canadian.
Identity Attack0.09162762
Insult0.020708188
Profanity0.012312118
Threat0.006530962
Severe Toxicity0.0021076202
Low Tox 0.09741997 Low Con 0.212
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
She isn't wrong I feel the same way and I'm not a racist.
She isn't wrong I feel the same way and I'm not a racist.
Identity Attack0.05794714
Insult0.02103047
Profanity0.03915693
Threat0.008738215
Severe Toxicity0.003376007
Low Tox 0.09741997 Constructive 0.666 Identity_Assertion
Aug 29, 2025 Why Canadians Are Turning Against …
I never was asked if I wanted this mass immigration and I never ever voted for it. I am 50 years old. Tell me this isn't by design
I never was asked if I wanted this mass immigration and I never ever voted for it. I am 50 years old. Tell me this isn't by design
Identity Attack0.04951127
Insult0.020966014
Profanity0.01220964
Threat0.006576272
Severe Toxicity0.0019931793
Low Tox 0.09611836 Constructive 0.506 Personal_Narrative
Feb 17, 2026 93 likes LILLEY UNLEASHED: The fall of …
This is all of canada, by the way. There might be areas that are more concentrated. But I would go to say that there's places that are at least forty creeping up on fifty percent …
This is all of canada, by the way. There might be areas that are more concentrated. But I would go to say that there's places that are at least forty creeping up on fifty percent east India. Now in all parts of Canada. Not to say there isn't chinese filipino.Everything else here.But, yeah, east indian is number one right now 🎉
Identity Attack0.09162762
Insult0.022770792
Profanity0.01620627
Threat0.006925808
Severe Toxicity0.002298355
Low Tox 0.09568449 Constructive 0.579 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
What place isn't being Invaded at this point?
What place isn't being Invaded at this point?
Identity Attack0.016963007
Insult0.016632931
Profanity0.021125201
Threat0.018882722
Severe Toxicity0.0038719177
Low Tox 0.09438288 Low Con 0.2 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I like the Indian-Canadian lady, she understands balance, she isn't a bigot and she is fair.
I like the Indian-Canadian lady, she understands balance, she isn't a bigot and she is fair.
Identity Attack0.034816213
Insult0.03588435
Profanity0.02071529
Threat0.0062267366
Severe Toxicity0.0016784668
Low Tox 0.09394901 Constructive 0.63
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler Oliveira isn't suicidcal.
Tyler Oliveira isn't suicidcal.
Identity Attack0.008731495
Insult0.016024929
Profanity0.028093686
Threat0.042662576
Severe Toxicity0.003490448
Low Tox 0.09351514 Low Con 0.239 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Why isn't CBC and CTV covering the uprising in Europe over illegal immigration. Liberal propaganda machine doesn't want liberal voters seeing what We Europe has become. Coming to Canada soon enough.
Why isn't CBC and CTV covering the uprising in Europe over illegal immigration. Liberal propaganda machine doesn't want liberal voters seeing what We Europe has become. Coming to Canada soon enough.
Identity Attack0.039714564
Insult0.026960457
Profanity0.011543535
Threat0.0077284453
Severe Toxicity0.0019359589
Low Tox 0.09112182 Low Con 0.261
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Canada needs to revamp immigration. Assimilation should be required. If I went to another country, I’d be required to do so. Canada doesn’t have its own culture anymore. Multiculturalism isn’t a culture.
Canada needs to revamp immigration. Assimilation should be required. If I went to another country, I’d be required to do so. Canada doesn’t have its own culture anymore. Multiculturalism isn’t a culture.
Identity Attack0.06294931
Insult0.020772645
Profanity0.011167783
Threat0.006641001
Severe Toxicity0.001707077
Low Tox 0.09033044 Moderate Con 0.39
Sep 20, 2025 38 likes Inside Canada's Indian Metropolis (Brampton)
Lol.. why you're so surprised. Isn't it so obvious the way our immigration system operated over the last few years
Lol.. why you're so surprised. Isn't it so obvious the way our immigration system operated over the last few years
Identity Attack0.025605056
Insult0.023995465
Profanity0.018597418
Threat0.006259101
Severe Toxicity0.002002716
Low Tox 0.09033044 Low Con 0.297
Sep 30, 2025 IRCC Names India in Study …
I remember back in the 70s people started calling that place Bramladesh , this isn't new , Misissauga, Markham , Vaughn , Pickering , all experienced rapid growth due to immigration from India , South …
I remember back in the 70s people started calling that place Bramladesh , this isn't new , Misissauga, Markham , Vaughn , Pickering , all experienced rapid growth due to immigration from India , South Asia , China , Hong Kong ect. The old towns disapeared , the original and long time residents feel overwhelmed and unwelcome .
Identity Attack0.052035484
Insult0.025542418
Profanity0.011970525
Threat0.006835188
Severe Toxicity0.0018596649
Low Tox 0.08953904 Constructive 0.71 Personal_Narrative
Sep 19, 2025 1 likes 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 …
There are many problems with anti-immigrant rhetoric and one of them is the classification who is and who isn't an immigrant and the question of when does a person stop becoming an immigrant and become …
There are many problems with anti-immigrant rhetoric and one of them is the classification who is and who isn't an immigrant and the question of when does a person stop becoming an immigrant and become a Canadian? A significant portion of people living in Canada are first/second/third generation Canadians and so, how do we classify these people, are they immigrants or are they not? And what of their parents/grandparents who immigrated, are they? It's very important to note that without their ancestor parents, all these first/second/third gen Canadians will not be here and they are now 'Canadians' today because we had pro-immigration laws. Also, the idea of accessing services is by itself, very problematic. I spent the first 4 years of my life here paying high tuition fees as well as tax that are used to subsidize fellow Canadians' tuition fees yet I'm not able to access any government services. Following graduation, I worked as a worker on visa where my tax was no less than an average Canadian yet government services were very much inaccessible to me. It was only after I became permanent resident, that somehow everything suddenly became available to me. I have been tax paying 6-7 years before I became a PR here yet all those years, I wasn't able to access a single thing yet somehow, after I became PR, I'm eligible for everything? The tax argument doesn't make sense at all. I will be eligible to apply for citizenship in like a year and does that mean now I am one of you, Canadians?
Identity Attack0.060220852
Insult0.025155678
Profanity0.012926984
Threat0.006861079
Severe Toxicity0.002002716
Low Tox 0.08320791 Constructive 0.865
Oct 25, 2017 4 likes How much do refugees and …
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 …
Go home. This isn't it.
Go home. This isn't it.
Identity Attack0.003089321
Insult0.025284592
Profanity0.014225035
Threat0.008194493
Severe Toxicity0.0019454956
Low Tox 0.079250954 Low Con 0.197 Identity_Assertion
Nov 27, 2025 Quebec Ends Economic Immigration Program …

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.