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: "Good for you" 1,080 comments · Page 14 of 44
Good job, thanks for making this segment. I went to Nova Scotia last summer, I couldn't believe how many Indians were there, it was unrecognizable! They have crushed Canadian culture.
Good job, thanks for making this segment. I went to Nova Scotia last summer, I couldn't believe how many Indians were there, it was unrecognizable! They have crushed Canadian culture.
Identity Attack0.41052565
Insult0.16883044
Profanity0.035148825
Threat0.038220957
Severe Toxicity0.015286255
Moderate 0.3389984 Constructive 0.707 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
RULE: NEVER TAKE THE POINT OF VIEW OF THE RACIST 🤔, ITS ALL GOOD UNTIL YOUR THE TARGET
RULE: NEVER TAKE THE POINT OF VIEW OF THE RACIST 🤔, ITS ALL GOOD UNTIL YOUR THE TARGET
Identity Attack0.17381613
Insult0.1823172
Profanity0.08775374
Threat0.03165977
Severe Toxicity0.017803956
Moderate 0.3367073 Low Con 0.164 Moral_Argument
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Yes I have found that Indian people here in the Fraser Valley BC are pleasant and friendly at Tim Hortons. However, it's strange that only Indians work at Tim's shouldn't there be a mix of …
Yes I have found that Indian people here in the Fraser Valley BC are pleasant and friendly at Tim Hortons. However, it's strange that only Indians work at Tim's shouldn't there be a mix of cultures? Unfortunately however, quite a few In dian folks have shared drivers licenses ! Truckers too. That's dangerous. As well some have tried to get In surance money by causing " "accidents" and claimed to be injured. So In dians are definitely good at lying and cheating etc. I find that large statue atrocious and UGLY and does not belong in Canada. Too big and ugly too
Identity Attack0.37953663
Insult0.26957804
Profanity0.07449899
Threat0.012440704
Severe Toxicity0.01483436
Moderate 0.33504707 Constructive 0.785 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
It’s funny how so many Indians in that town are tired of seeing other Indians 😂. It’s a good sign honestly. Shows that many of them come to live with white people as opposed to …
It’s funny how so many Indians in that town are tired of seeing other Indians 😂. It’s a good sign honestly. Shows that many of them come to live with white people as opposed to making it like their home country
Identity Attack0.3908055
Insult0.1342682
Profanity0.11663672
Threat0.011172019
Severe Toxicity0.016577384
Moderate 0.33421695 Moderate Con 0.472 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Get them out. Get them all out!!!!!! Hey Hey Hey good bye
Get them out. Get them all out!!!!!! Hey Hey Hey good bye
Identity Attack0.035847444
Insult0.097093195
Profanity0.0684662
Threat0.27637172
Severe Toxicity0.017416617
Moderate 0.33421695 Low Con 0.268
Jan 15, 2026 6 likes 2.9 million Canadian temporary visas …
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a …
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a concept referring to First Nations presence on the land long before recorded history. Archeological and genetic evidence suggests migration from northeastern Asia, likely via the Bering Strait, with research pointing to human arrival 30,000 years ago or even earlier. 2) we have welcomed immigrants to settle our lands since more inhabitants equals more revenues for infrastructure. Yes, restructuring of the process is a good idea. 3) Poilievre is a thin skinned man of the pointy finger and blame game with little to offer in actual plans or programs. He plays to people’s gripes, whining, and general b*tch*ness. He IS very similar to the blow-hart down south although more literate. 4) There is no possible way he, especially being of like behaviour, could deal with The Felon. He is NOT a negotiator. He is not calm; he’s bombastic. He’s waaaaaaaay to the right, and will trample equal rights for women, and other valued communities. He has no interest in listening to other positions, views, or suggestions. His way or the highway. Again like the Fascist down south. 4) Our provincial leaders (except a few traitors to Canada’s sovereignty) are behind the extremely difficult work Carney is doing for our country. 67% of Canadians are cheering him on, including the Conservative playground scrapper, Doug Ford, plus Stephen Harper. So, put your bile on hold and support the positive. We’re in a really difficult, daily changing, coming at us from all sides, battle with the POS south of us. Carney is giving it his all. Can’t imagine he gets much sleep. How ‘bout break with the party-love, and have some respect for someone working so hard. Fighting for YOU! ❤️🇨🇦❤️
Identity Attack0.18903255
Insult0.3388922
Profanity0.10425757
Threat0.00746953
Severe Toxicity0.014253352
Moderate 0.33338684 Constructive 0.737
Aug 26, 2025 Why Canadians Are Turning Against …
Greasy East Indian "Zafar" forced to tell the truth about her country men! LOL Good Job Michelle R .... When Pierre get's in I'm sure he'll make you Canada's Honorable Minister of Immigration!
Greasy East Indian "Zafar" forced to tell the truth about her country men! LOL Good Job Michelle R .... When Pierre get's in I'm sure he'll make you Canada's Honorable Minister of Immigration!
Identity Attack0.34324843
Insult0.25800487
Profanity0.032894265
Threat0.009256045
Severe Toxicity0.013672344
Moderate 0.33255672 Moderate Con 0.345 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
Good on M.P. Matt Stauss..The Minister of Immigration is a disaster...as is the entire process. Either she lying or she has no idea what is going on in her department.
Good on M.P. Matt Stauss..The Minister of Immigration is a disaster...as is the entire process. Either she lying or she has no idea what is going on in her department.
Identity Attack0.020279141
Insult0.36798462
Profanity0.02167175
Threat0.007741391
Severe Toxicity0.004711151
Moderate 0.3317266 Constructive 0.509 Policy_Critique
Nov 21, 2025 4 likes Thousands of refugees allowed into …
It looked like a scam ! Good to end it rather than misleading people. ,
It looked like a scam ! Good to end it rather than misleading people. ,
Identity Attack0.010507392
Insult0.24835461
Profanity0.12639372
Threat0.018192071
Severe Toxicity0.00831604
Moderate 0.3308965 Moderate Con 0.414 Policy_Critique
Nov 22, 2025 27 likes Quebec Ends Economic Immigration Program …
Rip canada. Now canada is khalistan.😂😂😂 You imported problem of india to your own country.😂😂😂 Every country have good and bad people but canada choose to import bad people. America choose to import good people.
Rip canada. Now canada is khalistan.😂😂😂 You imported problem of india to your own country.😂😂😂 Every country have good and bad people but canada choose to import bad people. America choose to import good people.
Identity Attack0.37292135
Insult0.19225755
Profanity0.025087673
Threat0.008336896
Severe Toxicity0.012359619
Moderate 0.3308965 Low Con 0.145 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
2:51 good white people he says. yeah. i've heard enough
2:51 good white people he says. yeah. i've heard enough
Identity Attack0.36702603
Insult0.07491849
Profanity0.09518933
Threat0.018019408
Severe Toxicity0.01483436
Moderate 0.32919475 Low Con 0.298 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Personally as an Indian, I really feel bad about it. Unfortunately, we DO go to other countries for a chance at better life and dignity, but a lot us Indians then start to feel privileged …
Personally as an Indian, I really feel bad about it. Unfortunately, we DO go to other countries for a chance at better life and dignity, but a lot us Indians then start to feel privileged and entitled and do not adapt to the culture of the country they are in, and force their own cultures and individual beliefs. This sucks, especially as a young guy who dreams of living in other countries, while respecting their cultures and planning to adapt to them. Even in India too, we don't really pay much taxes since we know its gonna go into corruption anyway, so the Immigrant residents in Brampton may have carried forward that practice as their habit. This gets a lot of us good folks, generalized for no reason too, Although, I do understand the anti-Indian sentiments foreigners have towards us, but again.. not every Indian are like that, since it has also been pointed out by few others. Although, I AM genuinely sorry for the problems Canadians might be facing in Brampton right now
Identity Attack0.2846865
Insult0.19225755
Profanity0.33023968
Threat0.01187109
Severe Toxicity0.019998873
Moderate 0.32919475 Constructive 0.851
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Good get the f out
Good get the f out
Identity Attack0.011765319
Insult0.12702756
Profanity0.33082673
Threat0.027170537
Severe Toxicity0.01754573
Moderate 0.3281604 Low Con 0.262
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Good idea to toughen up on fraud. Could we also get Michelle Remple to tackle that fraud from at Loblaws grocery chains while she is at it? Maybe she could take on the banking oligarchs …
Good idea to toughen up on fraud. Could we also get Michelle Remple to tackle that fraud from at Loblaws grocery chains while she is at it? Maybe she could take on the banking oligarchs too? Naw! That wont appeal to the christian fundamentalist racist base she is trying to cultivate for her base. More theater from our political class.
Identity Attack0.28034934
Insult0.25998658
Profanity0.02071529
Threat0.008116818
Severe Toxicity0.006713867
Moderate 0.32764325 Moderate Con 0.325
Oct 10, 2025 IRCC Names India in Study …
Good one Tyler hater. Keep hating for views.
Good one Tyler hater. Keep hating for views.
Identity Attack0.038425524
Insult0.24767025
Profanity0.027547138
Threat0.011249693
Severe Toxicity0.0074386597
Moderate 0.3260917 Low Con 0.257 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
White brains are just as good as the guy in cycle. Still pushing a cycle. Everyone else is driving
White brains are just as good as the guy in cycle. Still pushing a cycle. Everyone else is driving
Identity Attack0.34000012
Insult0.16337912
Profanity0.07482228
Threat0.008893564
Severe Toxicity0.0125103295
Moderate 0.32557452 Low Con 0.162 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I have np with whatever race that wants to come to Canada, but my problem with the Indians is that when. They get jobs they only hire their own once they get in, and when …
I have np with whatever race that wants to come to Canada, but my problem with the Indians is that when. They get jobs they only hire their own once they get in, and when there are other races at the job, they give all that work to the other race and talk in their language all day not a good feeling
Identity Attack0.40255263
Insult0.13607834
Profanity0.07047026
Threat0.008090926
Severe Toxicity0.013091337
Moderate 0.3250515 Constructive 0.58 Identity_Assertion
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Oh western capitalism, bad Russians Bad Chinese but Good Americans Good Europe.Now see what happened. Beautiful democracy huh.
Oh western capitalism, bad Russians Bad Chinese but Good Americans Good Europe.Now see what happened. Beautiful democracy huh.
Identity Attack0.37152436
Insult0.1669316
Profanity0.049177196
Threat0.008466354
Severe Toxicity0.012962224
Moderate 0.3245134 Low Con 0.161 Comparative_Framing
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I don't support public Islam prayers... No loud mics ever... Anywhere........ Bearded non muslim here. I am sure there are good once too for sure who quietly pray for all peace. And do not talk …
I don't support public Islam prayers... No loud mics ever... Anywhere........ Bearded non muslim here. I am sure there are good once too for sure who quietly pray for all peace. And do not talk no sense about Hinduism, they don't ruin water, it's respecting water, it's the other way around.
Identity Attack0.38238457
Insult0.1087965
Profanity0.046922635
Threat0.009023022
Severe Toxicity0.0125103295
Moderate 0.32397532 Constructive 0.758 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
A good part of me doesn't like this video and thinks tyler just capitalizes off what people want to hear. There's so many nice brown people why do we have to divide ourselves idk man.
A good part of me doesn't like this video and thinks tyler just capitalizes off what people want to hear. There's so many nice brown people why do we have to divide ourselves idk man.
Identity Attack0.33352965
Insult0.08212569
Profanity0.12220735
Threat0.013579931
Severe Toxicity0.013672344
Moderate 0.3234372 Constructive 0.642 Policy_Critique
Feb 5, 2026 12 likes Inside Canada's Indian Invasion...
That knife he bought at the gas station for self defence is actually illegal in canada which is the funny part, good luck if you actually had to use it youd be in jail or …
That knife he bought at the gas station for self defence is actually illegal in canada which is the funny part, good luck if you actually had to use it youd be in jail or bled dry in lawyer fees lmao
Identity Attack0.034042787
Insult0.13969865
Profanity0.08452088
Threat0.34804323
Severe Toxicity0.017222947
Moderate 0.32289913 Moderate Con 0.317 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I call B.S. and if it is true it's not good enough. Deport them all now. Canada is for Canadians.
I call B.S. and if it is true it's not good enough. Deport them all now. Canada is for Canadians.
Identity Attack0.33352965
Insult0.1342682
Profanity0.041160982
Threat0.09623027
Severe Toxicity0.015415368
Moderate 0.32236105 Moderate Con 0.325
Dec 30, 2025 Deportations From Canada at Their …
I have met some really good indians from the plder generation that came here in 90s....but most of the ones that have come here on last 6 years are absolutely the bottom of the barreel. …
I have met some really good indians from the plder generation that came here in 90s....but most of the ones that have come here on last 6 years are absolutely the bottom of the barreel. Even the older indians are hating on the new ones.
Identity Attack0.37655997
Insult0.16897665
Profanity0.1352073
Threat0.013321015
Severe Toxicity0.01483436
Moderate 0.32182294 Constructive 0.566
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Why does the biggest and busiest Airport have only Indians working all over the Airport. Not good.
Why does the biggest and busiest Airport have only Indians working all over the Airport. Not good.
Identity Attack0.381025
Insult0.13969865
Profanity0.02836696
Threat0.007793174
Severe Toxicity0.009841919
Moderate 0.32128486 Low Con 0.291
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Canadians themselves are responsible because a good few of them are running illegal education rackets blessed by their respected governments. Why Indians because Indians want to get out their messy country where jobs are scarce, …
Canadians themselves are responsible because a good few of them are running illegal education rackets blessed by their respected governments. Why Indians because Indians want to get out their messy country where jobs are scarce, lawlessness corruption is extreme on top countries like UK Canada Australia and NZ are making billions out of these so-called students. On top they are getting 19-year-old to 30-year educated healthy young ones to work for them for pittance. Your government knows it very well and they should be blamed for the mess. Wait a few years more
Identity Attack0.34974504
Insult0.24928534
Profanity0.051181246
Threat0.0089712385
Severe Toxicity0.012054443
Moderate 0.32128486 Moderate Con 0.482 Policy_Critique
Oct 2, 2025 1 likes IRCC Names India in Study …

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.