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: "Is this what it’s like …" 2,805 comments · Page 78 of 113
I would be terrified of driving on those streets. Pretty sure india has like ZERO driving laws or infastructure. I can't imagine them taking the traffic laws seriously.
I would be terrified of driving on those streets. Pretty sure india has like ZERO driving laws or infastructure. I can't imagine them taking the traffic laws seriously.
Identity Attack0.15303208
Insult0.045593183
Profanity0.023721304
Threat0.00866054
Severe Toxicity0.0042533875
Low Tox 0.16043124 Moderate Con 0.364 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
In the place I was born and raised everybody is like the guy on the bike. It's called Poland 🇵🇱
In the place I was born and raised everybody is like the guy on the bike. It's called Poland 🇵🇱
Identity Attack0.10221587
Insult0.05027775
Profanity0.04291453
Threat0.008246276
Severe Toxicity0.0060272217
Low Tox 0.16043124 Moderate Con 0.492 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over other cities its when it became a little too much and started to take over canadian culture. I had a friend visit from the u.s for the very first time, and we did some sight seeing, you know going to places around ontario that tourists would check out, went to niagra falls for the first time in maybe 10 years man it changed. It was 90% Indian people. She noticed it right away but didnt say anything, i said a lot of indians huh? and she said yeah didnt think canada was like this. When you think Canada its always been mulicultural, you just think of all ethnicities and people of different cultures but at the end of the day everyone was Canadian and they assimilated. Now you dont think of a multicultural country you think of an indian country thats changing the canadian culture and way of life and not in a good way. Identity is being taken away and it needs to stop. Canada needs to take notes from Poland before its too late. Poland closed their doors and guess what? economy went up, crime rate went down, people are happier. Canada opened the doors, crime rate shot up, economy crashing, more homelessness then ever and so on. Not saying its specifically Indian people, its the amount coming in and how they adopt canadian culture but instead bring their culture and trye changing the country to fit them rather then fitting in with an already established country and culture.
Identity Attack0.06567776
Insult0.07935401
Profanity0.026590679
Threat0.007353018
Severe Toxicity0.004005432
Low Tox 0.15987846 Constructive 0.758
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Can ANYONE and I mean ANYONE (preferably muslim) please tell me why ZERO of the rich wealthy countries arouns Syria didn't take any people in at all.The news and media don't even want to talk …
Can ANYONE and I mean ANYONE (preferably muslim) please tell me why ZERO of the rich wealthy countries arouns Syria didn't take any people in at all.The news and media don't even want to talk about it. I think its an honest question to ask and the media doesn't like it at all.It is good to help people and us Canadians love to talk about it but can't or don't want to admit that we can't even take care of our own backyards yet alone other people.
Identity Attack0.15731181
Insult0.032689095
Profanity0.015932998
Threat0.0071588317
Severe Toxicity0.0036239624
Low Tox 0.15987846 Constructive 0.696
Nov 30, 2018 1 likes How much do refugees and …
time to stop listening to the apoligists for mass immigrtion, and start listening to the people of Canada. Neo-liberal mass immigration policies have exploited Canadians support for immigration to implement such a broken, destructive immigration …
time to stop listening to the apoligists for mass immigrtion, and start listening to the people of Canada. Neo-liberal mass immigration policies have exploited Canadians support for immigration to implement such a broken, destructive immigration policy that Canadians support for immigration was exhausted and then inverted. This is entirely the fault of the mass immigration zealots who prioritized vast numbers over every rational consideration like housing capacity, healthcare capacity, community safety, and social cohesion, These policies have turned Canada from a society highly supportive of immigration into a society outraged by the utter failure of government to vett immigrants, remove criminals or plan to provide services that correlate with the number of immigrants.
Identity Attack0.06613251
Insult0.0811385
Profanity0.015010698
Threat0.008311004
Severe Toxicity0.0035095215
Low Tox 0.15987846 Constructive 0.599 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
We need to stop immigration, get a hold of everything, get Canada back to what it was, THEN open up the doors again to a SELECTED few like it used to be. They need to …
We need to stop immigration, get a hold of everything, get Canada back to what it was, THEN open up the doors again to a SELECTED few like it used to be. They need to know English, learn OUR values and beliefs, HAVE MONEY ALREADY, and add to our society, not take from it.
Identity Attack0.1294935
Insult0.033790905
Profanity0.012004685
Threat0.008738215
Severe Toxicity0.0047302246
Low Tox 0.15987846 Moderate Con 0.348
Aug 29, 2025 Why Canadians Are Turning Against …
Ship them back and if people want to pray they can do it at home and if they don’t like it well maybe we should play some loud music so they feel uncomfortable to the …
Ship them back and if people want to pray they can do it at home and if they don’t like it well maybe we should play some loud music so they feel uncomfortable to the point they want to go back to were they came from.
Identity Attack0.059311368
Insult0.03827355
Profanity0.019690514
Threat0.034422375
Severe Toxicity0.005340576
Low Tox 0.15932569 Moderate Con 0.305 Fear_Threat
Sep 11, 2025 Why Canadians Are Turning Against …
IMPORTANT-Before posting anything, it’s important to understand the situation clearly. Many Punjabis feel frustrated because they believe they are not given the freedom and respect they deserve within India bcz of Hindu and other communities. …
IMPORTANT-Before posting anything, it’s important to understand the situation clearly. Many Punjabis feel frustrated because they believe they are not given the freedom and respect they deserve within India bcz of Hindu and other communities. In this particular case, the smuggler was not Punjabi but a Hindu who was speaking Hindi. Incidents like this increase the frustration among some Punjabis and contribute to the demand for greater autonomy or a separate homeland. Many feel they are tired of being blamed or judged because of actions that are not even connected to their community. That's why we ask for separate land from them bcz we are fed up too.
Identity Attack0.1714862
Insult0.06267534
Profanity0.039407436
Threat0.015947454
Severe Toxicity0.0060653687
Low Tox 0.15932569 Constructive 0.813 Identity_Assertion
Feb 16, 2026 Inside Canada's Indian Invasion...
Talks about his 2 sons hit bij a driver like its normal,...what the F
Talks about his 2 sons hit bij a driver like its normal,...what the F
Identity Attack0.0029968263
Insult0.045593183
Profanity0.31761163
Threat0.011327368
Severe Toxicity0.023076924
Low Tox 0.15932569 Moderate Con 0.384 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
IMPORTANT-Before posting anything, it’s important to understand the situation clearly. Many Punjabis feel frustrated because they believe they are not given the freedom and respect they deserve within India bcz of Hindu and other communities. …
IMPORTANT-Before posting anything, it’s important to understand the situation clearly. Many Punjabis feel frustrated because they believe they are not given the freedom and respect they deserve within India bcz of Hindu and other communities. In this particular case, the smuggler was not Punjabi but a Hindu who was speaking Hindi. Incidents like this increase the frustration among some Punjabis and contribute to the demand for greater autonomy or a separate homeland. Many feel they are tired of being blamed or judged because of actions that are not even connected to their community. That's why we ask for separate land from them bcz we are fed up too.
Identity Attack0.17070955
Insult0.06285016
Profanity0.03915693
Threat0.016120117
Severe Toxicity0.0061035156
Low Tox 0.15932569 Constructive 0.813 Identity_Assertion
Feb 16, 2026 Inside Canada's Indian Invasion...
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)
I'm no expert, but it's obvious that mass immigration is detrimental to any country. Years ago, Canada seemed like a dream country, but in the last few years, it looks like the homelessness, crime etc. …
I'm no expert, but it's obvious that mass immigration is detrimental to any country. Years ago, Canada seemed like a dream country, but in the last few years, it looks like the homelessness, crime etc. has increased and the housing prices are insane. I have a Sikh friend who lived there for about 5 years but moved back to India due to the high cost of living and quality of life there going downhill. He has a much better, low stress life back home. I think there should be stricter measures to immigration. For example: Let doctors, nurses, engineers, lawyers in more easily, but those that are coming as students and going to work as cashiers, should be limited.
Identity Attack0.10221587
Insult0.06921569
Profanity0.028913507
Threat0.007974415
Severe Toxicity0.0043296814
Low Tox 0.1587729 Constructive 0.826 Policy_Critique
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
The word "FALL" actually sounds like an accidental situation rather than a deliberate, planned, intentionaly created sense of chaos..it is way more than incompetence...
The word "FALL" actually sounds like an accidental situation rather than a deliberate, planned, intentionaly created sense of chaos..it is way more than incompetence...
Identity Attack0.0027933381
Insult0.08508729
Profanity0.014771583
Threat0.007094103
Severe Toxicity0.0017261505
Low Tox 0.1587729 Low Con 0.28 Fear_Threat
Feb 21, 2026 2 likes LILLEY UNLEASHED: The fall of …
Hey btw you cant have a knife in canada for the sole purpose of self defense. Always say you use ut as a tool. Never self defense you will get in trouble. And even if …
Hey btw you cant have a knife in canada for the sole purpose of self defense. Always say you use ut as a tool. Never self defense you will get in trouble. And even if you are attacked and use the knife you will still likely go to jail. Welcome to Canada 😅
Identity Attack0.04177703
Insult0.0279513
Profanity0.013678487
Threat0.13515437
Severe Toxicity0.0064468384
Low Tox 0.1587729 Constructive 0.508 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Yep it was long dead before any south asains . They treating you guys good right adjust like many native people today . Above we all need to human firstly. You also need to ask …
Yep it was long dead before any south asains . They treating you guys good right adjust like many native people today . Above we all need to human firstly. You also need to ask the question modi the real rss nationalist . I hoping the world becomes an better place over ego
Identity Attack0.10757765
Insult0.061801232
Profanity0.037904397
Threat0.017156094
Severe Toxicity0.0061798096
Low Tox 0.15822013 Constructive 0.645
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
We have way too many in winnipeg like seriously i see more indians in day to day than any other ethnic group
We have way too many in winnipeg like seriously i see more indians in day to day than any other ethnic group
Identity Attack0.17847598
Insult0.030816011
Profanity0.02474608
Threat0.0077672824
Severe Toxicity0.0046920776
Low Tox 0.15822013 Moderate Con 0.356 Fear_Threat
Jan 27, 2026 12 likes Inside Canada's Indian Invasion...
Like the Canadian, YOU cannot have more than at least 2 children. YOU can't afford it either!
Like the Canadian, YOU cannot have more than at least 2 children. YOU can't afford it either!
Identity Attack0.105256535
Insult0.04442204
Profanity0.012687869
Threat0.006848133
Severe Toxicity0.0039100647
Low Tox 0.15822013 Low Con 0.221
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
I like bike guy but someone tell him grape is huge and cultural in India
I like bike guy but someone tell him grape is huge and cultural in India
Identity Attack0.11280017
Insult0.04442204
Profanity0.064458095
Threat0.010576514
Severe Toxicity0.007019043
Low Tox 0.15766735 Moderate Con 0.336 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Im Canadian and this is truly getting a problem it smells like butter chicken everywhere they are taking all our jobs. The worst is most of them are truck drivers and have no experience driving …
Im Canadian and this is truly getting a problem it smells like butter chicken everywhere they are taking all our jobs. The worst is most of them are truck drivers and have no experience driving on the snowy mountains highways it's so dangerous to drive next to them. Thanks for shining a light on this.
Identity Attack0.031464707
Insult0.083359696
Profanity0.016547862
Threat0.006317357
Severe Toxicity0.002822876
Low Tox 0.15766735 Constructive 0.734 Fear_Threat
Jan 27, 2026 29 likes Inside Canada's Indian Invasion...
To be fair Its the govt and universities that let this run rampant. The ppl coming here SHOULD assimilate but its not all on them as they are promosied bif dreams oversees. Also "indian" is …
To be fair Its the govt and universities that let this run rampant. The ppl coming here SHOULD assimilate but its not all on them as they are promosied bif dreams oversees. Also "indian" is like saying European. India has various cultures and languages and relgiions. Not everyone is the same
Identity Attack0.13591312
Insult0.04383647
Profanity0.043415543
Threat0.008065036
Severe Toxicity0.004348755
Low Tox 0.15766735 Constructive 0.674 Policy_Critique
Dec 1, 2025 Inside Canada's Indian Metropolis (Brampton)
A person from India isn't bad, but the thing is there's like a billion or more of them.
A person from India isn't bad, but the thing is there's like a billion or more of them.
Identity Attack0.15303208
Insult0.035774168
Profanity0.032142747
Threat0.008259222
Severe Toxicity0.0049209595
Low Tox 0.15656179 Moderate Con 0.35 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
To be honest back in Canada they let anyone foreign from different countries but I wouldn't say it's an invasion more like bad management.
To be honest back in Canada they let anyone foreign from different countries but I wouldn't say it's an invasion more like bad management.
Identity Attack0.10221587
Insult0.058475737
Profanity0.01402008
Threat0.007081157
Severe Toxicity0.0028419495
Low Tox 0.15600902 Constructive 0.559 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
It may look like there are alot of indians but the census says its 27%. There are other countries as well not all brown people are indian.there are portugese as well as people from other …
It may look like there are alot of indians but the census says its 27%. There are other countries as well not all brown people are indian.there are portugese as well as people from other countries
Identity Attack0.18158256
Insult0.030154925
Profanity0.04291453
Threat0.008129764
Severe Toxicity0.004234314
Low Tox 0.15600902 Moderate Con 0.459 Unverified_Claim
Dec 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada should join India hehehe.Canada has nothing except gdp per capita.Military economy agriculture industries all goes to India and nit an arid land.We are very glad that India is not like canada.India has some cities …
Canada should join India hehehe.Canada has nothing except gdp per capita.Military economy agriculture industries all goes to India and nit an arid land.We are very glad that India is not like canada.India has some cities that are very clean like Indore and very modern and luxurious cities like hyderabad.
Identity Attack0.15303208
Insult0.03768798
Profanity0.015864678
Threat0.007353018
Severe Toxicity0.0040245056
Low Tox 0.15600902 Moderate Con 0.425 Comparative_Framing
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
I work with a lot of imigrants. When hired they r told english only during shifts and they totally disreguard that and mgmt does nothing about it. They also have prayer room and they get …
I work with a lot of imigrants. When hired they r told english only during shifts and they totally disreguard that and mgmt does nothing about it. They also have prayer room and they get their regular breaks as well asbreaks to pray when ever they feel like it,it is totally not fair for the other workers as we dont let our religion dictate our lives. Enough is enough!!
Identity Attack0.11744241
Insult0.03423163
Profanity0.019348921
Threat0.0069905366
Severe Toxicity0.0031661987
Low Tox 0.15545623 Constructive 0.721
Aug 26, 2025 182 likes Why Canadians Are Turning Against …

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.