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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: "How hard is it to …" 525 comments · Page 11 of 21
First learn the difference between Indian and khalstanis. Most of these people are khalistan supporters about which India warned Canada since decades. Indian people do not get involved in criminal activities. They worked hard, pay …
First learn the difference between Indian and khalstanis. Most of these people are khalistan supporters about which India warned Canada since decades. Indian people do not get involved in criminal activities. They worked hard, pay their college fees, pay their taxes & contribute in economy unlike khalstanis.
Identity Attack0.2831485
Insult0.10587067
Profanity0.016001316
Threat0.0071847234
Severe Toxicity0.005645752
Low Tox 0.25462922 Moderate Con 0.483 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks for bringing light to this huge problem in canada. No joke indians have quickly become like 30% of the workforce here. They take over businesses and refuse to hire non Punjab people because they …
Thanks for bringing light to this huge problem in canada. No joke indians have quickly become like 30% of the workforce here. They take over businesses and refuse to hire non Punjab people because they won't fit in the workplace culture. They've been taking the excessive handouts from the Canadian government and are slowly buying up tons of real estate. Its everywhere in canada. Brampton is just ground zero. What's it like? We just got a new Walmart down the street. They took a staff picture and it was 80% indian people. Hardly any locals got jobs there instead its mostly "new citizens" who have lived here less than a year or two. Every day there's more of them. And because of our liberal government and tax breaks and all sorts of racist allowances these people have got, they all have money and houses and new cars when they were dirt poor in India like 3 years ago. They get interest free loans from banks, they get daily per diems and housing as soon as they get here. Keep in mind tent cities are growing rapidly in Canada. And our government is spending HUGE amounts of our tax dollars to subsidize this takeover. And try living here and renting. Due to this influx, a bungalow that was 1500 a month 10 years ago, is now 4500 a month and youre renting off an Indian person. Word to the wise tho, dont even bring up the tow truck businesses. They'll shoot you And last but not least our retarded government just passed a birthright citizen law for them. So now if you come here from India even if only for a couple years, ALL subsequent offspring of yours can immediately get citizenship here no question asked. We are so fucked
Identity Attack0.28034934
Insult0.14150882
Profanity0.036651865
Threat0.008466354
Severe Toxicity0.00869751
Low Tox 0.25462922 Constructive 0.732 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
i can hardly stand listening to Jason lier Kenny. Alberta independence asap the federal government has nothing Alberta needs
i can hardly stand listening to Jason lier Kenny. Alberta independence asap the federal government has nothing Alberta needs
Identity Attack0.009545447
Insult0.24928534
Profanity0.021125201
Threat0.0064079775
Severe Toxicity0.003376007
Low Tox 0.25462922 Low Con 0.265 Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
People who don't want to talk to us, understand us, do business with us, rent to us. but the same people want us to assimilate, Convert, stop talking to each other and stop doing any …
People who don't want to talk to us, understand us, do business with us, rent to us. but the same people want us to assimilate, Convert, stop talking to each other and stop doing any business and pay better taxes to contribute better. Sorry to say, we love white people. I myself had to spend 5 years, put in efforts to make white friends, chinese, japanese, arab, black friends (in order to learn canadian culture and try to adjust myself in it, without compromising extremely on my spiritual beliefs and positive aspects of my culture). quite a few are very good friends and discuss my problems and share theirs while others behave like they are somehow supreme than me... 6.5 years in Canada, worked hard to assimilate and now, Federal Government backstabbed me for PR along with a minimum wage paying, but expecting $30 results employer (white-canadians)... So, I guess, people who are not trusting them knew something that I didn't... I never worked cash never tried to misrepresent myself to IRCC and this is what I am made feel... while 100s of people did cash jobs, saved money and today are getting PRs... still I am trying my best to stay legally, without exploiting loopholes... but, I feel scammed by the canadian dream.
Identity Attack0.293411
Insult0.0818789
Profanity0.037904397
Threat0.008246276
Severe Toxicity0.008773804
Low Tox 0.25462922 Constructive 0.706 Personal_Narrative
Oct 9, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I live in elkgrove ca we have a immigrant mayor from India and our Asian population has surpassed the white population by about 1 or 2 % . I don’t like what’s happening I’m scared …
I live in elkgrove ca we have a immigrant mayor from India and our Asian population has surpassed the white population by about 1 or 2 % . I don’t like what’s happening I’m scared to grow old in this country that’s why I train hard and stay strong.
Identity Attack0.2823795
Insult0.06477321
Profanity0.046922635
Threat0.010705971
Severe Toxicity0.008659363
Low Tox 0.25462922 Constructive 0.689 Fear_Threat
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
CULTURE😮 R HARD TO GIVE UP. WHEN WESTERNS GO TO INDIA 😮THEY DONT MIX ALSO
CULTURE😮 R HARD TO GIVE UP. WHEN WESTERNS GO TO INDIA 😮THEY DONT MIX ALSO
Identity Attack0.27914262
Insult0.08410009
Profanity0.089693464
Threat0.014566151
Severe Toxicity0.016254602
Low Tox 0.25462922 Moderate Con 0.322
Sep 15, 2025 Why Canadians Are Turning Against …
All big department stores in London , Ont are now staffed by more than 90 percent with only Indians , where are the previous employees ?? are they laid off , it all happened in …
All big department stores in London , Ont are now staffed by more than 90 percent with only Indians , where are the previous employees ?? are they laid off , it all happened in just few years , unbelievable !! why no inquiry about replacing all other hard working Canadians and legal immigrants by new arrivals from only one country ,India and who are those workers , most of them are students , many came with fake documents and many many of them have absolutely no intention to finish their education in Canada but to use these loopholes to get into Canada and never leave , India is one of the most corrupt countries in the world ( look at the origin of most of the scam calls ! ), you can get a PHD degree there with money, ( the most scary part is hiring nurses or doctors with maybe fake degrees ) now corruption and loopholes in our immigration system allowed this influx of cheaters while hundred of thousands of Canadians cant find jobs and honest people from everywhere who try to immigrate through the front door face all the difficulties, this is not racism, it is the truth ...
Identity Attack0.26833034
Insult0.11978693
Profanity0.025360947
Threat0.00866054
Severe Toxicity0.0077438354
Low Tox 0.25462922 Constructive 0.566
Oct 1, 2025 IRCC Names India in Study …
I'm a native in Canada I don't mind the migrants that worked hard for their citizenship, I love all the white people and migrants that exist here for 100+ years already . The problem is …
I'm a native in Canada I don't mind the migrants that worked hard for their citizenship, I love all the white people and migrants that exist here for 100+ years already . The problem is flaud laws or lack of and migrants forcing their country standards or lack of on us
Identity Attack0.2823795
Insult0.07333439
Profanity0.024677763
Threat0.007365964
Severe Toxicity0.0062179565
Low Tox 0.25462922 Constructive 0.722
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
The damage is done. Liberals ruined this country and let us down. They are just importing their voters. In 10 years they’ve been in power they created tones of new citizens to vote for them. …
The damage is done. Liberals ruined this country and let us down. They are just importing their voters. In 10 years they’ve been in power they created tones of new citizens to vote for them. I’m a first generation immigrant. The selection process for us was extremely hard. We were well educated professionals with university degrees, healthy (checked), had to provide funds allowing us to live for at least 6 months without any support from welfare organizations, no OHIP for 3 months. Why has this system been changed? How do all these people without education, money or skills coming here? Why our country is flooded with illegal immigrants? I love Canada dearly. It’s my home now. I’m a proud Canadian. And I’m very sed to watch my country decline like that. Shame on you Liberals.
Identity Attack0.10221587
Insult0.16788013
Profanity0.029050145
Threat0.010550622
Severe Toxicity0.005569458
Low Tox 0.25084448 Constructive 0.678 Personal_Narrative
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
It was the same 20 years ago..but recently the authorities became more and more greedy as immigrants brought in money to prop up their economy without any hard work.😮
It was the same 20 years ago..but recently the authorities became more and more greedy as immigrants brought in money to prop up their economy without any hard work.😮
Identity Attack0.18546575
Insult0.14150882
Profanity0.023789622
Threat0.006738094
Severe Toxicity0.004043579
Low Tox 0.24924077 Low Con 0.284 Unverified_Claim
Jun 20, 2025 How Canada broke its immigration …
Indians are awesome. Haha. Sneak into the Greatest Nation of Earth 😂😂😂 Hard to get to Australia from Canada
Indians are awesome. Haha. Sneak into the Greatest Nation of Earth 😂😂😂 Hard to get to Australia from Canada
Identity Attack0.26494437
Insult0.0623257
Profanity0.04667213
Threat0.0091524795
Severe Toxicity0.00957489
Low Tox 0.24763705 Low Con 0.269 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Indias work hard in every sector so people see them all the time and they think Indians are going to take over and they are real problem But real problems is Ukraine and refugees from …
Indias work hard in every sector so people see them all the time and they think Indians are going to take over and they are real problem But real problems is Ukraine and refugees from everywhere who get free houses and live on welfare and even they get free dental.They are living on Canadian tax payer money. Immigrants don’t get any government help plus visa and other requirements are still there Internet is just home of negativity and full of misinformation.
Identity Attack0.2783691
Insult0.08508729
Profanity0.01309778
Threat0.006550381
Severe Toxicity0.004501343
Low Tox 0.24603334 Constructive 0.634
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I'll lay it out for you: Me: typical middle of the road liberal oriented Canadian. Non white, immigrant (I wasnt born here) I worked in a Refugee housing for over 4 years in Ontario. Most …
I'll lay it out for you: Me: typical middle of the road liberal oriented Canadian. Non white, immigrant (I wasnt born here) I worked in a Refugee housing for over 4 years in Ontario. Most were not war areas refugees (Yes I know there are other types of refugees). I only encountered few refugees from war areas. ONLY 1 person from Iraq, about 2 families were from Afghanistan, 1 couple from Pakistan(I doubt they were real refugees they spoke fluent English, maybe political refugee), and a most from African countries. Its too far for real refugees to get here. Its Easier for them to go to other countries nearby or Europe. MOST SEEM TO BE ECONOMIC REFUGEES. Most were coming from Africa. Some are coming from Latin America, which shouldn't be happening. Once they showed up at our doorstep and we processed them into the system, they were immediately in the same class as a Canadian resident homeless person if they were making a refugee claim. We get money to house and feed them (from the government), and they are given a stipend for basics from the government processed through the Social Assistance/ Welfare system (they get less than a resident/citizen I think.). They then have to get their case processed by the refugee board, and most seem to get in. I've only heard of few getting sent back. One person I know at our facility, was given a subsided social housing apartment after a year in our facility. So they went straight from a shelter to a government/city owned subsidized apartment. (Didn't seem like it was a issue for the housing worker...they didn't report it (if they were not the ones that helped the person to get it), they were white, the housed person was Latin. This refugee claimant, and then month or two new Canadian resident person was given an apartment in a prime area of the city, instead of the 1000's of Canadians, those who came before them, and born Canadian citizens on an extremely long waiting list. How this was allowed to happen I don't know. The person was probably sucking on someone's straw. I'm just trying to think the barriers these people have to go through to get a job here. We are far removed from the time of the 80's and 90's., and housing and jobs are so hard to get. Lol the "Canadian government asks them to repay the traveling cost to Canada if they are sent back"....I wonder how much the government recoups?.....more like 0 probably. What a bunch of crap. How do you demand someone to repay their flight cost when they get back to their country?
Identity Attack0.2783691
Insult0.09124154
Profanity0.027137227
Threat0.0089712385
Severe Toxicity0.007858276
Low Tox 0.24603334 Constructive 0.81
May 24, 2018 9 likes How much do refugees and …
Immmarnt hard workers need more carney
Immmarnt hard workers need more carney
Identity Attack0.034042787
Insult0.15911613
Profanity0.05543986
Threat0.013702838
Severe Toxicity0.0066375732
Low Tox 0.23812068 Moderate Con 0.31 Solidarity
Aug 25, 2025 Why Canadians Are Turning Against …
Indians r the best immigrants. Their nice, hard working, their food is bomb, what more could u ask for.
Indians r the best immigrants. Their nice, hard working, their food is bomb, what more could u ask for.
Identity Attack0.24293575
Insult0.059061307
Profanity0.06946823
Threat0.013528148
Severe Toxicity0.0127685545
Low Tox 0.2359567 Constructive 0.536 Solidarity
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, …
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, so-called white American, and love Sanatana Dharm, or what most people call Hinduism - that term should soon be forgotten. Anyway, this video shows a variety of people called Indians but whom are vastly different in belief. So much so, they maybe fighting in India but abroad, they stick together. Islam and most Indian philosophies (they are not religions as there is no overarching institution or organization) feed the "devotees" several times a day...it is a part of the culture, shared meals with those who share faith. The Indians, they basically want a better life and will send money home. Muslims will buy land through a trust and then buy more and more. I don't know about Canada, but there are no such cultures in America - well, the Church has bought a lot of land but does nothing to serve people. The Mormons have land and a strong daily schedule, some community churches have very strong programs, but as a whole, The Church has done nothing to make itself appealing and therefore, there's no opposite or equal force. What to do? and as far as assimilating, yes, they should, but to what? Should they start playing hockey, drinking beer, etc. The second gen might. The West has lost it's way and religion isn't the solution but a culture not so decadent would be a good start.
Identity Attack0.28034934
Insult0.06722072
Profanity0.075792134
Threat0.014911477
Severe Toxicity0.008888245
Low Tox 0.2359567 Constructive 0.847
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
white immigrants are fine, and it has been proven they assimilate and work hard
white immigrants are fine, and it has been proven they assimilate and work hard
Identity Attack0.26155844
Insult0.04090862
Profanity0.07223598
Threat0.008155655
Severe Toxicity0.008506775
Low Tox 0.23523538 Low Con 0.28
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s the new generation on Indian students ruining it for everyone else. My parents generation came here in the 90s and just worked hard and tried to assimilate the best to their abilities. They out …
It’s the new generation on Indian students ruining it for everyone else. My parents generation came here in the 90s and just worked hard and tried to assimilate the best to their abilities. They out us through university with their labour jobs and taught us Indian culture while they learned Canadian culture. These new students are ruining the reputation that my parents generation had built
Identity Attack0.27914262
Insult0.082619295
Profanity0.019212283
Threat0.008039144
Severe Toxicity0.0052261353
Low Tox 0.23523538 Constructive 0.578
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I know some older Indians who assimilated well and made Canada better, but these new immigrants are no good. They want everything for free. My roommate is from the Philippines, but she works hard, is …
I know some older Indians who assimilated well and made Canada better, but these new immigrants are no good. They want everything for free. My roommate is from the Philippines, but she works hard, is very clean, polite, and easy to get along with. So I'm not against immigration, but I want the people coming over to pay their own way. My mom and stepdad did that in the 80s and did well.
Identity Attack0.27914262
Insult0.0817555
Profanity0.019553876
Threat0.006835188
Severe Toxicity0.0059127808
Low Tox 0.2330714 Constructive 0.809 Personal_Narrative
Feb 18, 2026 Inside Canada's Indian Metropolis (Brampton)
WE WERE ALL IMMIGRANTS IN CANADA when our families first moved here..we had to take new last names which was what your new occupation just became entering Canada..no matter where you came from..NOW you keep …
WE WERE ALL IMMIGRANTS IN CANADA when our families first moved here..we had to take new last names which was what your new occupation just became entering Canada..no matter where you came from..NOW you keep your family name occupation and standard of living..new immigrants ..you got it easy...my family had to assimulate,work hard and establish ..do it yourself housing and rig up equipment to work with..the first white men dealing with natives...on and on...
Identity Attack0.2774022
Insult0.06319981
Profanity0.018597418
Threat0.00899713
Severe Toxicity0.006790161
Low Tox 0.2330714 Constructive 0.753
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
We all know it’s happening. It’s time to crack down. While I like Vassy I don’t know she’s pushing back so hard. It is common sense. If you abuse the system you need to be …
We all know it’s happening. It’s time to crack down. While I like Vassy I don’t know she’s pushing back so hard. It is common sense. If you abuse the system you need to be kicked out of the country and we aren’t wasting our $ on you.
Identity Attack0.009767435
Insult0.07428485
Profanity0.085167445
Threat0.13650303
Severe Toxicity0.008010864
Low Tox 0.23235008 Constructive 0.6 Policy_Critique
Feb 25, 2026 1 likes 'We do know that there's …
I’m 49 years old and grew up in the UK. I was always proud of our multiculturalism growing up about 1/5 of the classrooms were of another country/race. Everyone loved the immigrants they came in …
I’m 49 years old and grew up in the UK. I was always proud of our multiculturalism growing up about 1/5 of the classrooms were of another country/race. Everyone loved the immigrants they came in worked hard and didn’t cause trouble, most importantly they intergrated. But something changed with this new wave of immigration. They don’t integrate, they don’t work, they want to cha ge the country and religion. They don’t seem to even like Brit’s 😂. It’s a sad situation. Govt has clearly done this on purpose so the natives have to fight for scraps by bringing in desperate people
Identity Attack0.2331515
Insult0.0836065
Profanity0.08840031
Threat0.008440462
Severe Toxicity0.010375977
Low Tox 0.23198941 Constructive 0.753 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Trudeau only cares for immigrants and refugeed because he wants their votes. These, immigrants come to Canada, have at least 4 kids and counting. Get free welfare, free, housing before our own(which is proven as …
Trudeau only cares for immigrants and refugeed because he wants their votes. These, immigrants come to Canada, have at least 4 kids and counting. Get free welfare, free, housing before our own(which is proven as they get 1st choice before our own)..😡and, child support.My parents worked hard their whole lives and are now on pension...WORKED FOR IT...and their income is way less than what these immigrants will get having all these kids.Its very upsetting that all these refugees and immigrants are coming in and getting more assistance than our own hard working their whole lives, people!!!!!!😡 they screw up their own countries, with wars, violence etc... want to come here and slowly start to screw up ours with their beliefs and laws and demands.Not having it..FIX YOUR OWN COUNTRIES PROBLEMS, THE WAY THIS IS GOING IN THE NEXT 50 YRS YOU WONT SEE ANY THING BUT BROWN AND BLACKS FROM AFRICA, SYRIA ETC..THEY HAVE 10 KIDS TO OUR 1-2 RATIO..🙄
Identity Attack0.17226285
Insult0.12883772
Profanity0.025087673
Threat0.007301235
Severe Toxicity0.006942749
Low Tox 0.23198941 Constructive 0.522
May 28, 2019 1 likes How much do refugees and …
You can tell the people "concerned" about Canada are straight up just hiding their racist agenda. Yes its hard to assimilate in a culture that is so vastly different from India, you can't blame the …
You can tell the people "concerned" about Canada are straight up just hiding their racist agenda. Yes its hard to assimilate in a culture that is so vastly different from India, you can't blame the people. Large majority of them came here legally and frankly are stuck here because of the investments and loans they've taken to come to this country. Blame your government for obviously chasing quick returns rather than working towards a better future for Canadians.
Identity Attack0.17925262
Insult0.1087965
Profanity0.013405213
Threat0.0067769317
Severe Toxicity0.0046157837
Low Tox 0.23198941 Constructive 0.583 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
You grouch about the Indian but you "Oliviera" that does not sound like a French, native or English/Irish name. Lemme guess your parents came to Canada when the French and the English did all the …
You grouch about the Indian but you "Oliviera" that does not sound like a French, native or English/Irish name. Lemme guess your parents came to Canada when the French and the English did all the hard work? Or you were with the second voyage of Champlain? There are bad people in any community just saying.
Identity Attack0.120924085
Insult0.11797678
Profanity0.018324144
Threat0.0064985976
Severe Toxicity0.00333786
Low Tox 0.2312681 Constructive 0.59 Moral_Argument
Jan 27, 2026 1 likes 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.