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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

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

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Active: "I love how we have …" 699 comments · Page 20 of 28
*One thing about Tyler Oliveira I know for a fact is that Tyler loves c@ck.* The bigger it is, the more Tyler loves it !!!
*One thing about Tyler Oliveira I know for a fact is that Tyler loves c@ck.* The bigger it is, the more Tyler loves it !!!
Identity Attack0.009767435
Insult0.018581128
Profanity0.058445938
Threat0.008841781
Severe Toxicity0.0051498413
Low Tox 0.09351514 Moderate Con 0.357 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
It's not Brampton it's New Delhi and why do Canadian women love BIC?
It's not Brampton it's New Delhi and why do Canadian women love BIC?
Identity Attack0.057037655
Insult0.022190686
Profanity0.012380436
Threat0.006427396
Severe Toxicity0.0017261505
Low Tox 0.09351514 Low Con 0.235
Jan 27, 2026 Inside Canada's Indian Invasion...
the globalist bankers and corporate heads who lobby the government love the policy of importing the 3rd world as it lowers their labor costs
the globalist bankers and corporate heads who lobby the government love the policy of importing the 3rd world as it lowers their labor costs
Identity Attack0.037909906
Insult0.02425329
Profanity0.015181494
Threat0.0074824756
Severe Toxicity0.002374649
Low Tox 0.09308127 Low Con 0.179 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I am an Indian, I am working in india and have no plans to settle or even work abroad. I wouldve loved to visit canada but now I'm afraid I'll be treated poorly since I'll …
I am an Indian, I am working in india and have no plans to settle or even work abroad. I wouldve loved to visit canada but now I'm afraid I'll be treated poorly since I'll be judged by my looks, I will be a tourist of course but yeah.
Identity Attack0.06431354
Insult0.022512967
Profanity0.019690514
Threat0.0070034824
Severe Toxicity0.0020313263
Low Tox 0.09308127 Constructive 0.657 Personal_Narrative
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
It's not becoming too conservative. It's more on a liberal level. As an immigrant, i see Canada heading down the same road as my country of origin, slowly becoming a "3rd world country." Why is …
It's not becoming too conservative. It's more on a liberal level. As an immigrant, i see Canada heading down the same road as my country of origin, slowly becoming a "3rd world country." Why is the government doing this if they truly loved this country?
Identity Attack0.053854458
Insult0.026960457
Profanity0.01220964
Threat0.0062979385
Severe Toxicity0.0019550323
Low Tox 0.0926474 Constructive 0.568
Aug 25, 2025 28 likes Why Canadians Are Turning Against …
You love Indian food?? Really?
You love Indian food?? Really?
Identity Attack0.051808115
Insult0.022190686
Profanity0.020578653
Threat0.0065697995
Severe Toxicity0.0024604797
Low Tox 0.091913216 Moderate Con 0.367 Meta_Commentary
Feb 20, 2026 1 likes Inside Canada's Indian Invasion...
Canada Love's Asia people
Canada Love's Asia people
Identity Attack0.06749674
Insult0.023221988
Profanity0.025634222
Threat0.0076507707
Severe Toxicity0.0035095215
Low Tox 0.091913216 Moderate Con 0.375
Oct 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are nit bad people to be honest. And I love them for the simple fact that they are always experts in whatever they do
Indians are nit bad people to be honest. And I love them for the simple fact that they are always experts in whatever they do
Identity Attack0.06795148
Insult0.0233509
Profanity0.03715288
Threat0.008531082
Severe Toxicity0.003929138
Low Tox 0.09112182 Moderate Con 0.435 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m first generation born Canadian to Central American parents. They’ve done their part to be Canadian and love this country and yes we have faced racism before as most minorities, we still respect this country, …
I’m first generation born Canadian to Central American parents. They’ve done their part to be Canadian and love this country and yes we have faced racism before as most minorities, we still respect this country, love it and we know that it’s a niche amount of Canadians that act like that. My parents have done their best to be Canadians and have been accepted as much. These new ones ? Ya idk, not like it used to be apparently
Identity Attack0.04951127
Insult0.028502205
Profanity0.014259194
Threat0.006136116
Severe Toxicity0.0020313263
Low Tox 0.09112182 Constructive 0.748
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
I love that guy on the bike he's honest 😭😭😭 😂😂😂
I love that guy on the bike he's honest 😭😭😭 😂😂😂
Identity Attack0.009619443
Insult0.018645585
Profanity0.04065997
Threat0.016638106
Severe Toxicity0.0062179565
Low Tox 0.09033044 Moderate Con 0.468 Meta_Commentary
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. Unless there's a leader in your country exactly expertised capitalism and figures that way a new economic model which determines a soul of New Canada? And that extremely justice a fair communication English profiles in Canadian community which everyone loves and accepts in conditions every races old residents new immigrants feel that comfortable no one argues about.
Identity Attack0.020781586
Insult0.035443626
Profanity0.016821137
Threat0.006757513
Severe Toxicity0.0021839142
Low Tox 0.09033044 Constructive 0.712 Comparative_Framing
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
I don't get it. If you love Canada and the UK so much, why not just make India like that.
I don't get it. If you love Canada and the UK so much, why not just make India like that.
Identity Attack0.06385879
Insult0.023028618
Profanity0.018119188
Threat0.0071847234
Severe Toxicity0.0028419495
Low Tox 0.09033044 Moderate Con 0.358 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
3:34 I would LOVE to have some privilege 🫠
3:34 I would LOVE to have some privilege 🫠
Identity Attack0.00828752
Insult0.01625293
Profanity0.043415543
Threat0.011094344
Severe Toxicity0.0052261353
Low Tox 0.08795626 Moderate Con 0.445
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at friends dinners and other different friends houses and attending eastern-themed event from all different parts of the East. There was so much to learn just in my own country from other people from other countries it was fascinating !!! I got to take part in different ceremonies and watch different people celebrate the same sort idea about something in much different ways, I loved it. I learned at least half of my best exterior Plastering tricks from people that had thick accents from all over the East and I'm better plasterer because of it. I learned cooking recipes in the kitchen that I probably never would have stumbled across randomly. I was shown in person all the nuances to certain ways different cultures cooked - like how amazing is that!! There are maybe only a few tricks that I was able to show in return but I always tried to do my best ! The amount of community an alternate types of activities or interesting festivals that without multiculturalism would not even exist . When I was young everybody new integrated into the neighborhood unit first got to know the neighbourhood we're introduced the community center and then obviously people have their own separate areas that they prefer. We first became one, one by one, and meet each other and try to have some fun together that's the whole point! Community or block parties when I was a kid had all of our parents looks like representatives from different countries, that's the way it used to be anyway.... where did it all go? I stopped seeing this type of beautiful multi-ethnic Harmony roughly 10 years ago. Not only that when I try to be a part of new things I am literally turned away or shunned in some weird way I don't know why... I can't even believe how I'm treated.
Identity Attack0.037394293
Insult0.024640027
Profanity0.023106437
Threat0.0071588317
Severe Toxicity0.0028419495
Low Tox 0.083999306 Constructive 0.852
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As much as I hate seeing how bad it’s become, I also love the fact you’re shedding light on it. As a Canadian myself it’s pretty weird that almost anywhere I go in my province, …
As much as I hate seeing how bad it’s become, I also love the fact you’re shedding light on it. As a Canadian myself it’s pretty weird that almost anywhere I go in my province, (Man) it’s like predominantly east Indian other than like reserves which is a rough subject in itself some/most cases.
Identity Attack0.04512853
Insult0.025284592
Profanity0.021808386
Threat0.0065956907
Severe Toxicity0.0020503998
Low Tox 0.08083374 Constructive 0.682 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Because the liberals allow it. Corporations love the influx of cheap disposable labor. Best part is that so many people have this idea that voting liberal is voting for The Good Guys. Feels so good …
Because the liberals allow it. Corporations love the influx of cheap disposable labor. Best part is that so many people have this idea that voting liberal is voting for The Good Guys. Feels so good to virtue signal and then complain how you struggle to feed your kids while corporations have been making record profits year after year.
Identity Attack0.01274247
Insult0.032468732
Profanity0.012073003
Threat0.0062914654
Severe Toxicity0.0013160706
Low Tox 0.08083374 Moderate Con 0.376 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Who else loves the elderly Sikh gentleman? Respect 🙏
Who else loves the elderly Sikh gentleman? Respect 🙏
Identity Attack0.044870727
Insult0.0233509
Profanity0.015898837
Threat0.008375733
Severe Toxicity0.0031661987
Low Tox 0.079250954 Constructive 0.568 Solidarity
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I love how straight up this guy is
I love how straight up this guy is
Identity Attack0.012139536
Insult0.025542418
Profanity0.05393682
Threat0.009929225
Severe Toxicity0.0040626526
Low Tox 0.079250954 Moderate Con 0.331 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m indo Canadian came in Canada 1990 I was 21 years old but I learned Canadian values culture I adopted… I have 2 sons booths in accounting my self zero crime or police never charged …
I’m indo Canadian came in Canada 1990 I was 21 years old but I learned Canadian values culture I adopted… I have 2 sons booths in accounting my self zero crime or police never charged me I love Canada… I’m proud to be Canadian I’m Sikh… I’ll will die for Canada….
Identity Attack0.026207991
Insult0.016784932
Profanity0.017162729
Threat0.030623792
Severe Toxicity0.0044441223
Low Tox 0.07845957 Constructive 0.65 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I love your videos, but can’t deal with the accents.
I love your videos, but can’t deal with the accents.
Identity Attack0.012943448
Insult0.020901557
Profanity0.029596692
Threat0.010602405
Severe Toxicity0.0030899048
Low Tox 0.07845957 Moderate Con 0.466 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
You are too good Canadian in my eyes. I am 33 years old and I still can't get a job after 5 years. I love all people regardless of the hatred they have against us. …
You are too good Canadian in my eyes. I am 33 years old and I still can't get a job after 5 years. I love all people regardless of the hatred they have against us. I just hope that someday we can all live in harmony and equality. I don't know what my future holds I may be living in a ditch. Companies misuse the immigration program for Fortune workers therefore leaving us Canadians without jobs not just the young but also people in their twenties and their thirties and their 40s. True for those immigrants who speak up for us in such a kind-hearted way thank you
Identity Attack0.032753747
Insult0.029604018
Profanity0.015420608
Threat0.0071588317
Severe Toxicity0.0018596649
Low Tox 0.07845957 Constructive 0.81
Nov 18, 2025 1 likes Why Canadians Are Turning Against …
I would love to leave Canada, I was born here but everywhere else seems to have the same problems.
I would love to leave Canada, I was born here but everywhere else seems to have the same problems.
Identity Attack0.048480038
Insult0.018710041
Profanity0.011253181
Threat0.006925808
Severe Toxicity0.0017356873
Low Tox 0.07845957 Constructive 0.539 Personal_Narrative
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Alberta independent 😂 soon we separate from Canada love it 😂
Alberta independent 😂 soon we separate from Canada love it 😂
Identity Attack0.04048799
Insult0.021159383
Profanity0.01620627
Threat0.008272167
Severe Toxicity0.002784729
Low Tox 0.07687678 Low Con 0.277 Identity_Assertion
Feb 23, 2026 11 likes 'We do know that there's …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had enough with trying to find a job, he stopped counting at over 450 resumes that were ignored, so he decided that we should start our own company, a small delivery company that 2 years later, we added a safe ride service to (driving drunk people home in their own vehicle). I was the manager of a little pizza place, which was run by immigrants, but good ones. I was hired because my husband approached them about doing deliveries, and they wanted to meet me. I had no idea I was going for an interview but they begged me to work for them, their reason; although they could speak English, they weren't fluent in it, so they wanted an English speaking employee who could easily understand the customer's. Within days, I was promoted to manager, and I loved my job and all of them. They treated everyone with such kindness and generosity. I found out just how much support they got from our government, when I broke down one day because I couldn't afford my prescription. My boss was so confused because he and his family got free prescriptions, dental, eye care, etc and they thought everyone got that. My boss paid for my prescription and actually apologized to me for how our own government treated us. He also showed me that they get $2,500 every 2 weeks, funding to start or buy businesses, but if they don't hire other fw's or immigrants, that funding changes to a grant and they have to pay it back. They are given money for housing, and vehicles. He was pushed out of that business by his 2 partners, and the partner's promised him I would keep my job. That was a complete lie. They stopped putting me on the schedule, claiming financial problems (bs), but hired not one but two new full time immigrant employees. I lost it and quit. Our town isn't that big, and word spread fast, especially when everyone found out that I was still owed over $2,000, which I will never see because no government agency will help me. Their business is actually struggling now and I love that for them. As for my husband and I's business, it's going strong but I came unglued when we recieved a letter from the government "suggesting" that we hire immigrants. I wrote back, telling them in no uncertain terms would that ever happen, and it will be a cold day in hell when one of us steps back so one of the government's favored people can take that money from us because we are the only 2 employees and we're not sacrificing a damn thing for someone who already gets everything.
Identity Attack0.015355183
Insult0.034341812
Profanity0.01893901
Threat0.007353018
Severe Toxicity0.002193451
Low Tox 0.07687678 Constructive 0.825
Sep 2, 2025 Why Canadians Are Turning Against …
I love the bike guy lol
I love the bike guy lol
Identity Attack0.007288578
Insult0.02173949
Profanity0.034397304
Threat0.009281937
Severe Toxicity0.0034713745
Low Tox 0.07608539 Moderate Con 0.437 Humor_Satire
Jan 27, 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.