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: "People who do not answer …" 53 comments · Page 2 of 3
All this tough talk and posturing but no actions on the ground. I love that she is trying to get answers and holding people accountable but in reality nothings changing. Students and immigrants keep coming …
All this tough talk and posturing but no actions on the ground. I love that she is trying to get answers and holding people accountable but in reality nothings changing. Students and immigrants keep coming in. They just don’t give a f$@* about Canadian laws because no one has seen any consequences!
Identity Attack0.053399716
Insult0.082619295
Profanity0.257327
Threat0.0072753434
Severe Toxicity0.007171631
Low Tox 0.23162876 Constructive 0.59 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
Michelle Rempel-Garner is a taxpayer funded politician that doesn't even live in her riding nor does she live in Canada, read about her in different forums and subreddits you will know how good of a …
Michelle Rempel-Garner is a taxpayer funded politician that doesn't even live in her riding nor does she live in Canada, read about her in different forums and subreddits you will know how good of a politician she is. What she is doing here is trying to win votes by creating hate and divide and unfortunately people are blinded by hate to see it. She is not even letting the person answer before firing her next question, just getting half story and letting people speak to a point where she can use that to further push her parties ideology.
Identity Attack0.021585498
Insult0.16337912
Profanity0.047173142
Threat0.008077981
Severe Toxicity0.004501343
Low Tox 0.2043827 Constructive 0.645
Oct 1, 2025 IRCC Names India in Study …
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two …
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two provinces/states - Punjab and Gujarat. From Punjab - Most of the population who migrates to Canada are villagers. They are notoriously famous in Punjab cities as well for creating trouble. They have no civic sense, always getting involved in illegal stuff, some use drugs, no etiquettes, poor hygiene and very arrogant sometimes. Another thing, Canadian government over the years stopped taking in-person interviews and got lenient with rules for gaining a visa especially for students which doesn't make sense and one should be catious so of what kind of people they are letting in their country. This leads to letting in a bunch of wrong people who are already a troublemaker in Punjab and then represents a bad of side of Indians. A side note - Every Indian province is very very different and not all people are same in India. It's definitely a shit situation which shows Canadian government definitely needed a better way to handle immigration. A lot of international students has been exploited by the system as well if you get to know from there point of view as well. Seeing the thumbnail and title of this video shows what kind of a person Tyler is. Without a proper research and understanding, he just made a video to appease people who hates on Indians. Title says Invasion, is he for real? I see way more Chinese immigrants here in Canada than any other nationality. Punjabi Indians are to be blamed as for creating a bad picture for themselves but hating on whole country without knowing them feels prejudiced. I hope whoever is reading to really open their eyes and understands that this is a government failure for not having strict rules and regulations. Indians have been immigrating to Canada for more than 100 years but you see them as a problem now due to last 8 years of bad decisions. Last thing, you see more Indians in Tim Hortons and mock them, is that a bad thing on loving and supporting a Canadian brand? Definitely poor english speaking employees is a problem, but that is a management issue. You don't like it, have a word with the Manager if they don't act on it, then I guess they don't really care for your opinion. Its on you now whether you want your coffee or better english 😂
Identity Attack0.17536941
Insult0.08831572
Profanity0.022423252
Threat0.008789998
Severe Toxicity0.0049591064
Low Tox 0.20009702 Constructive 0.774 Policy_Critique
Feb 20, 2026 Inside Canada's Indian Invasion...
😂 even the answer seeker don't get an answer for the Indian people in there .
😂 even the answer seeker don't get an answer for the Indian people in there .
Identity Attack0.21075934
Insult0.04442204
Profanity0.030890211
Threat0.008026198
Severe Toxicity0.0051879883
Low Tox 0.19124292 Low Con 0.188
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and …
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and with calmness, quietly, with ZERO Levels of loudness or aggression. Friendly introduce yourself, smile, and ask them a very simple question: "Excuse me, I believe that you are from India" If the answer is Yes then ask this POLITELY: "Why are you here in Canada?" If they answer "Work", then a third question is possible. "Many Indians say that they do not like Canada, weather, religion, food, etc "a recent poll said that less than ONE PERCENT of Single Indian women will ever date a non-Indian Canadian citizen". I am curious who gave you the instructions to never date White Canadian Men? And I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? " Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.18546575
Insult0.0573046
Profanity0.027820412
Threat0.009178371
Severe Toxicity0.0064086914
Low Tox 0.17198499 Constructive 0.754 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
This is a simple answer. The liberal government came to power and slowly put progressive people in powerful positions. Now these institutions are drowning in progressive people, if you try and talk against it you …
This is a simple answer. The liberal government came to power and slowly put progressive people in powerful positions. Now these institutions are drowning in progressive people, if you try and talk against it you are destroyed.
Identity Attack0.026207991
Insult0.06372428
Profanity0.023721304
Threat0.054947287
Severe Toxicity0.0037765503
Low Tox 0.17111848 Moderate Con 0.301 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Simple answer to all of your questions: pos WEF government that was elected by VERY low information voters is destroying the country. People will revolt when it gets bad enough but will it be too …
Simple answer to all of your questions: pos WEF government that was elected by VERY low information voters is destroying the country. People will revolt when it gets bad enough but will it be too late by that time like the UK?
Identity Attack0.027413858
Insult0.07523532
Profanity0.022286616
Threat0.012906751
Severe Toxicity0.0037002563
Low Tox 0.1693855 Moderate Con 0.334
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive …
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive Indian increase in the population is due to Trudeau's immigration policy, the indians did not jump over the border as some of the comments suggest, they mostly came here legally, and this was done without broad agreement of the Canadian population as a whole. Canadian population went from being 30 million inhabitants to 40 millions in just over a decade, a massive population increase in a short time due mostly to Indian immigration with huge impact on housing , cost of housing, infrastructure, jobs, taxes, etc... The liberals have a lot to answer for the disaster which Canada has become in the last 10 years and yes they got rid off Trudeau, but they are still in power, stiffling the potential economic growth of Canada which should be a rich country instead of being a country where many people live from pay cheques to pay cheques.
Identity Attack0.17226285
Insult0.053791173
Profanity0.01982715
Threat0.0072365063
Severe Toxicity0.0044059753
Low Tox 0.165053 Constructive 0.801
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and …
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and with calmness, quietly, with ZERO Levels of loudness or aggression. Friendly introduce yourself, smile, and ask them a very simple questions: "Excuse me, I believe that you are from India" If the answer is Yes then ask this POLITELY: "Why are you here in Canada?" If they answer "Work", then a third question is possible. "Many Indians say that they do not like Canada, weather, religion, food, etc "a recent poll said that less than ONE PERCENT of Single Indian women will ever date a non-Indian Canadian citizen". I am curious who gave you the instructions to never date White Canadian Men? And i am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? " Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.17536941
Insult0.054376744
Profanity0.027683776
Threat0.008841781
Severe Toxicity0.005836487
Low Tox 0.1641865 Constructive 0.746 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
5:30 minutes in guy on the bike is right in some aspects as I’ve worked with a few and they’re slow and take longer to pick things up they do eventually get the hang of …
5:30 minutes in guy on the bike is right in some aspects as I’ve worked with a few and they’re slow and take longer to pick things up they do eventually get the hang of things but their work ethic is very low. However with the IQ he is SPOT ON. I’ve literally tested this in and shown immigrants in Canada a picture of Adolf Hitler swastika armband in sight and all and asked them if they knew who he was and I’ve only had ONE immigrant answer correctly, and most of the people I asked were here in Canada on student visas!
Identity Attack0.07425626
Insult0.07396803
Profanity0.03715288
Threat0.00967031
Severe Toxicity0.0051116943
Low Tox 0.1641865 Constructive 0.711 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
To answer your question at the end (what is the difference between the temples and the food bank) the canadians left community and god behind for progressivism and a godless life idolizing the individual. Churches …
To answer your question at the end (what is the difference between the temples and the food bank) the canadians left community and god behind for progressivism and a godless life idolizing the individual. Churches do the same thing the temples do, they run food banks and try to foster community. The difference is when a church asks you follow gods rules, people scream opression, but when foreign religions deman you cover your head, canadians think "ooh im so cultured"...
Identity Attack0.10221587
Insult0.056133457
Profanity0.014976538
Threat0.0070034824
Severe Toxicity0.0031661987
Low Tox 0.15103401 Constructive 0.609 Moral_Argument
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
How are these people in these positions,they are unbelievable.They can’t answer straight forward questions
How are these people in these positions,they are unbelievable.They can’t answer straight forward questions
Identity Attack0.0073995716
Insult0.07365121
Profanity0.019690514
Threat0.007249452
Severe Toxicity0.002155304
Low Tox 0.1460314 Low Con 0.201 Policy_Critique
Sep 29, 2025 34 likes IRCC Names India in Study …
to answer your question... ''is canada being used as a stepping stone to sneak into the usa?'' ummm....no. why would people who are in canada legally on the path to citizenship trade that for the …
to answer your question... ''is canada being used as a stepping stone to sneak into the usa?'' ummm....no. why would people who are in canada legally on the path to citizenship trade that for the uncertainty of being an illegal alien?
Identity Attack0.08583717
Insult0.06023245
Profanity0.011628932
Threat0.0064079775
Severe Toxicity0.0024986267
Low Tox 0.14429577 Moderate Con 0.331
Jan 27, 2026 Inside Canada's Indian Invasion...
There are good people bad people in every culture race country. Generalization is not the answer. Don't let rich people divide you.
There are good people bad people in every culture race country. Generalization is not the answer. Don't let rich people divide you.
Identity Attack0.08004672
Insult0.032468732
Profanity0.017982552
Threat0.006912862
Severe Toxicity0.0024795532
Low Tox 0.11367676 Constructive 0.502 Moral_Argument
Sep 19, 2025 101 likes Inside Canada's Indian Metropolis (Brampton)
The answer was little bit ambiguous as number of students coming from India is very large.Rather than total number of frauds from a specific country, It should be calculated based on the how many per …
The answer was little bit ambiguous as number of students coming from India is very large.Rather than total number of frauds from a specific country, It should be calculated based on the how many per entage of people who came from a specific country did the fraud. That's will be the best measure.
Identity Attack0.08170113
Insult0.03312982
Profanity0.01764096
Threat0.0069646453
Severe Toxicity0.0023078918
Low Tox 0.11171334 Moderate Con 0.472 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
do these people practice the non answers ahead of time.. what a joke
do these people practice the non answers ahead of time.. what a joke
Identity Attack0.0027933381
Insult0.05144889
Profanity0.018392462
Threat0.006641001
Severe Toxicity0.0015544891
Low Tox 0.11098998 Low Con 0.154 Meta_Commentary
Sep 29, 2025 IRCC Names India in Study …
I'm sure there are problems there but if a question is asked, then listen to the answer. Just cutting them off means you really have made up your mind before the meeting. You're now just …
I'm sure there are problems there but if a question is asked, then listen to the answer. Just cutting them off means you really have made up your mind before the meeting. You're now just wasting people's time to push thru your agenda. Conservative playbook.
Identity Attack0.005919657
Insult0.0573046
Profanity0.013063621
Threat0.008582866
Severe Toxicity0.0015163422
Low Tox 0.11078331 Constructive 0.544
Sep 29, 2025 IRCC Names India in Study …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that came into the country during the time of Trudeau and Carney. This will lower cost of housing, right now it takes 5 people on minimum wage to afford a 1 bedroom apartment and we wonder why we have so many people living on the streets. This will open jobs lower prices on food and allow the future generation to afford a a home.
Identity Attack0.048480038
Insult0.033460364
Profanity0.013439372
Threat0.008582866
Severe Toxicity0.0030136108
Low Tox 0.104795754 Constructive 0.681
Sep 29, 2025 IRCC Names India in Study …
the producer of this video is exactly right...why migrate from a place you are wanted to import everything from...Answer; Freebies, stop the gravy train, end all unearned monies, tax credits/benefits/ payments per person and per …
the producer of this video is exactly right...why migrate from a place you are wanted to import everything from...Answer; Freebies, stop the gravy train, end all unearned monies, tax credits/benefits/ payments per person and per child, rent assist..Canadians don't get them why should these people who come out expecting to live for free
Identity Attack0.033269364
Insult0.025284592
Profanity0.012380436
Threat0.0064532873
Severe Toxicity0.0018405914
Low Tox 0.07687678 Constructive 0.618
Aug 31, 2025 4 likes Why Canadians Are Turning Against …
If I went to a job, it had a poor performance and didn’t know my job or it’s numbers I would be fired. Why aren’t these people there’s stone walling the answers to the public …
If I went to a job, it had a poor performance and didn’t know my job or it’s numbers I would be fired. Why aren’t these people there’s stone walling the answers to the public and have no accountability
Identity Attack0.0037182847
Insult0.028281843
Profanity0.01402008
Threat0.0077025536
Severe Toxicity0.0011920929
Low Tox 0.06817148 Moderate Con 0.384
Sep 29, 2025 IRCC Names India in Study …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what he was doing teaching at a community college, I'm not sure). He immigrated from India sometime in the 70's, I think, and sometimes told us stories about how he'd never seen electricity until he was well into adulthood. This was at the early stages of Indian mass immigration to the province, but the international students were already becoming a known problem in the school. They never spoke to anyone else, hung out in big groups together on campus, I swear most of them couldn't even speak English. They constantly cheated on everything and shared answers, I heard like 7 of them got failed for submitting identical lab reports one time. Most people knew they were a problem, but no one was comfortable saying anything. Except the Indian professor. He would publicly call them out for shit in class, berate them, shit talk them openly to other students. I've literally never seen anyone more angry about those Indian students than that Indian professor. It's not hard to see why, he busted his ass to immigrate to Canada, get work and get into a good university. He completed a doctorate, for Christ's sake. He didn't see a street light until he was 25, and worked his way to the bleeding edge of digital science. Now there's a bunch of lazy assholes invited in by the government brazenly trying to cheat their way to a degree in his goddamn class. I'd crash out too.
Identity Attack0.04796442
Insult0.025800243
Profanity0.018597418
Threat0.007793174
Severe Toxicity0.002193451
Low Tox 0.06579731 Constructive 0.707 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
I'm a Brampton resident. My family immigrated in the late 90s. I grew up on YTV, TVO kids, Fox Kids, Treehouse TV. I also still grew up knowing my own native culture and religion. I …
I'm a Brampton resident. My family immigrated in the late 90s. I grew up on YTV, TVO kids, Fox Kids, Treehouse TV. I also still grew up knowing my own native culture and religion. I attend one of these temples of worship. Despite this, I still made friends with different races of people. I think my community needs to branch out a little more and learn about other cultures that live amongst us. Maybe we need to have a little less pride on where we come from? I don't know what the exact answer is. One thing I know is we can definitely get along. Just need the community to adapt more and actually learn Canadian culture. Maybe go see a Blue Jays game at the Skydom? Maybe know who Wayne Gretzky is?? LOL.
Identity Attack0.042292643
Insult0.020385906
Profanity0.025360947
Threat0.0075083673
Severe Toxicity0.0024414062
Low Tox 0.06579731 Constructive 0.864 Personal_Narrative
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Question 129, you got the answer wrong. The largest group of Aborginal people is first nation
Question 129, you got the answer wrong. The largest group of Aborginal people is first nation
Identity Attack0.041003603
Insult0.019096779
Profanity0.015079016
Threat0.006686311
Severe Toxicity0.0019550323
Low Tox 0.06381883 Moderate Con 0.375
Dec 19, 2025 Canadian Citizenship Test 2025 – …
My Granparents, parents, settled the homestead in 1896 near Rossland BC. How it used to work, how things are supposed to work, is the Government serves the needs and demands of the people. The people …
My Granparents, parents, settled the homestead in 1896 near Rossland BC. How it used to work, how things are supposed to work, is the Government serves the needs and demands of the people. The people don't serve the Government nor any Corporation or Public/Private Partnership. This means that the Government doesn't prevent people from doing what they do and they don't use force to extort the fruit of everyone's labor to the point of enslavement. In 1896 and throughout my Grandfather's life from 1902 to 1976, one would do for themselves if they weren't working for someone else. In other words, you found something needed be done, something the community around you required or was lacking, you opened shop and got after it. You can't work today because you require licensing for everything, you require permission for everything, everything is regulated. People have it in their minds that it's so much better today then it was then, that it's "safer". But it's not, that's a lie. My family, although never wealthy, ate good food, always had a roof over their heads, plenty of family around and always had something to do or at least could always find something to work at. Most importantly, they always had hope because they had freedom. No one has any hope anymore and the people coming here aren't just bringing their culture to overtake our culture, they are coming with anger. With envy, resentment and malice. My family didn't come here with those things, they came to Canada with hope and determination to integrate and prosper with freedom. The other side of my family fled Bolshevism when they left Russia and came here and that side had the exact same hope in freedom to work hard and prosper. Now all generational wealth, freedom, prosperity and hope is all but completely stolen. We don't need more regulations. We don't need more benefits. We don't need more Government. We need less, we need it all to go away because I know for a fact, you give people the freedom to go about their lives, the society or community they form, always tends towards peaceful, prosperous organization. You give people the freedom to build and produce and they'll get after it immediately and that opens the door for all other manner of trades and skills that just fill any hole in a community or society. And that's a fact about the organizational tendencies of human beings. There's nothing stopping us from providing for ourselves but a cartel Government in the business of extortion and human enslavement. They foment chaos and division in order to justify the revoking of more freedoms to enslave more people. People themselves, they look to get along, get to work, raise families and, as best they can, enjoy life. Once we start expecting a Government to take care of us we've institutionalized prisoners who have lost all human dignity. When you "buy in" to all the rhetoric of so called autonomy, ask yourself, how autonomous are you without a family? Just because you're alone in a box in a city, stacked one on top of the other, weighted down by a landslide of rules, collecting benefits from the Government, doesn't make you autonomous. People say, "no one can afford a family". Yet those coming in have large families and they seem to be making out just fine. It's the brainwashing of our culture that set us up. Over time we've convinced the proper way to do things is everyone to grow up and go their own way, leaving each other relying on benefits from the government in old age or illness or whatever calamity might strike in life. There's always something that comes along. With family you have human resource, a plethora of skills and you have your "insurance", free of extortion. Everything that comes from a government is conditional and sooner or later their conditions rule over our condition, even though it's our labor that provides for them. The answer isn't more benefits, as I've said. The answer is simply less government, so we can all get to the business of providing for ourselves and helping our communities prosper. We need to do this with family because alone, we are all isolated and powerless. No one stands alone and a house divided cannot stand.
Identity Attack0.008768492
Insult0.027841117
Profanity0.016821137
Threat0.007249452
Severe Toxicity0.0016498566
Low Tox 0.057748068 Constructive 0.801
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
I have no answer.🤔 asked First Nation people of this Country how they felt when Europeans migrated 🤔
I have no answer.🤔 asked First Nation people of this Country how they felt when Europeans migrated 🤔
Identity Attack0.02238941
Insult0.012566907
Profanity0.013405213
Threat0.006530962
Severe Toxicity0.00166893
Low Tox 0.04315203 Moderate Con 0.446 Moral_Argument
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)

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.