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: "Now is the time for …" 1,206 comments · Page 20 of 49
it is not Canadians per say but the failed experiment that is called the liberal party of Canada they have failed us. The liberal party has ruled in Canada for over 66% of the time …
it is not Canadians per say but the failed experiment that is called the liberal party of Canada they have failed us. The liberal party has ruled in Canada for over 66% of the time since we have been voting, so please tell me if the liberal government is good then why is this country in such horrible shape
Identity Attack0.1232452
Insult0.22770336
Profanity0.023106437
Threat0.006641001
Severe Toxicity0.0044059753
Low Tox 0.27047762 Moderate Con 0.428
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I'm done being quiet too. Im not racist, I dont hate people because their skin color isnt white like mine, Im happy to have immigrants here if they are willing to integrate like the previous …
I'm done being quiet too. Im not racist, I dont hate people because their skin color isnt white like mine, Im happy to have immigrants here if they are willing to integrate like the previous generations have. We arent having kids because unlike other countries, we want to put kids first, and its irresponsible to have children when our economy is unaffordable to have them. I dont have any of that so called "white privilege" i always hear about. I grew up where I couldnt shower for days at a time, went to bed and school hungry. I'm exhausted from being labeled a terrible person when I condemn racists and the past actions, but its never good enough because im white. We have culture, Canada has culture. You just dont hear us talk about it cuz we get labeled racist for talking about it. We need to stand shoulder to shoulder if we want change in this country. I dont get why here its acceptable to come illegally, leech our resources without contributing to society and disrespect us, yet if we were to do the same its disrespectful. Well it is disrspectful. I wouldnt move to a country without learning the language, at least enough to get by, learning their culture, their values, their way of life, and ASSIMILATE like everyone has done before. NO more being quiet, no more being afraid of standing up for myself. Make Canada Great Again!
Identity Attack0.2854555
Insult0.08508729
Profanity0.11725569
Threat0.010628296
Severe Toxicity0.013349563
Low Tox 0.26859093 Constructive 0.797
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Is been Doing for long time but takes government year's to now is the same with corrupt driving schools
Is been Doing for long time but takes government year's to now is the same with corrupt driving schools
Identity Attack0.013847848
Insult0.26957804
Profanity0.023379711
Threat0.0068287146
Severe Toxicity0.0029754639
Low Tox 0.2667042 Low Con 0.136 Policy_Critique
Sep 30, 2025 1 likes IRCC Names India in Study …
Popcorn 🍿, time to see Canadians raise up, cbsa has to do better, liberals think they can starve them out of Canadian but what they dint understand these ppl are from 3rd world countries and …
Popcorn 🍿, time to see Canadians raise up, cbsa has to do better, liberals think they can starve them out of Canadian but what they dint understand these ppl are from 3rd world countries and hardy like weeds, they will hide or rent out condo apartments and change address to shake off cbsa raids
Identity Attack0.26833034
Insult0.15911613
Profanity0.020851927
Threat0.028379176
Severe Toxicity0.0090789795
Low Tox 0.2667042 Moderate Con 0.387 Fear_Threat
Jan 15, 2026 2.9 million Canadian temporary visas …
I remember going to Disneyland as a kid, in the 90s many times, and seeing like 3/4 Asian people. Now it's not like that anymore. I used to laugh when i would hear them speak …
I remember going to Disneyland as a kid, in the 90s many times, and seeing like 3/4 Asian people. Now it's not like that anymore. I used to laugh when i would hear them speak in the lines lol
Identity Attack0.3043136
Insult0.07840354
Profanity0.092279755
Threat0.0097738765
Severe Toxicity0.011520386
Low Tox 0.2667042 Constructive 0.589
Jan 27, 2026 Inside Canada's Indian Invasion...
immigration as the US shutdown is active times frame result of politicians desperately seeking new voters, always always the shame game, these politicians never planned to do good for the immigrants, they dumped them in …
immigration as the US shutdown is active times frame result of politicians desperately seeking new voters, always always the shame game, these politicians never planned to do good for the immigrants, they dumped them in the country for votes!
Identity Attack0.19298288
Insult0.16266862
Profanity0.02126184
Threat0.009100696
Severe Toxicity0.005340576
Low Tox 0.2648175 Moderate Con 0.318
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
It was about time!!! enough of these immigration
It was about time!!! enough of these immigration
Identity Attack0.26663736
Insult0.06826523
Profanity0.02030538
Threat0.009385503
Severe Toxicity0.00869751
Low Tox 0.26293078 Low Con 0.294
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Little too late Canada ! For the last 10+ years you liberals that continued to support POS Trudeau and now an even bigger POS Carney have given these extremists the golden key to the nation …
Little too late Canada ! For the last 10+ years you liberals that continued to support POS Trudeau and now an even bigger POS Carney have given these extremists the golden key to the nation to run havoc in our streets , in our schools , in our institutions, in everything that is wrong in our nation ! I’m so confused as to why our Police and Military Service have failed us ! “ They were to Serve and Protect Us The Citizens of this Nation “ !! Yet they are protecting the installed criminal infidels that have been placed in our country by the WEF to wreak havoc ! Time is ticking Canada we the true and patriot citizens need to stand together and take back our nation !!
Identity Attack0.058856625
Insult0.24767025
Profanity0.025497584
Threat0.009877442
Severe Toxicity0.006980896
Low Tox 0.26293078 Moderate Con 0.361
Aug 26, 2025 Why Canadians Are Turning Against …
Canada what have you done to yoursel🤔🤔 This is not going to end well. They will turn Canada into Indian... it happens all the time.
Canada what have you done to yoursel🤔🤔 This is not going to end well. They will turn Canada into Indian... it happens all the time.
Identity Attack0.2823795
Insult0.082619295
Profanity0.021740068
Threat0.0086087575
Severe Toxicity0.007247925
Low Tox 0.26293078 Low Con 0.223
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
There is a video on how a Canadian citizen should leave Canada and come back as a refugee new immigrant! It's sickening because the government our tax paying dollars are paying each immigrant $224.00 per …
There is a video on how a Canadian citizen should leave Canada and come back as a refugee new immigrant! It's sickening because the government our tax paying dollars are paying each immigrant $224.00 per day to be housed in hotel room and food etc?! This is wrong as how come ppl like myself awaiting to have my knee replacement surgery I am only getting $1208 per month on disability EIA? I am sorry but I was.born and raised a true Canadian citizen from Wpg Mb Canada, I have never relocated and came back to Canada I have always remained here right from first day I was born! I lived threw our most brutal winters we have ever had and yes I lived it and still and were is my $30000 or should I say $53000, $1000 for each year born and raised here in Canada is what it should be!? These immigrants come here need to learn English language fluently both speak and listen in it as well, they should not become a Canadian citizen legally until they have resided in Canada for a substantial amount of time! A Canadian citizenship status should be earned big time no matter where you came flat out before getting any benefits of any kind and be able to buy and sell homes here too!? I find cab drivers muslems mostly very ignorant and rude talking in their language while on the job behind the wheel must add yes ppl driving you to your destination and not to mention do these.ppl stop to think maybe your clients passengers get annoyed listening to that on their ride to where ever,???? NO NO NO!! YOUR WIFE, MOTHER, FATHER OR CHILDREN WHOMEVER SHOULD NOT BE BOTHERING YOU WHILE YOU ARE ON THE JOB WORKING?! When I go to work as a nurse do you see me talking to my spouse or family members while I am helping my clients eat or bath and get dress, NO WAY YOU WOULD BE FIRED!!? Us Canadian citizens need to stand together and our tax paying money we should have a say in where it should be going not to ppl who are not from our country!?
Identity Attack0.21668483
Insult0.16846494
Profanity0.025360947
Threat0.007883795
Severe Toxicity0.008163452
Low Tox 0.26293078 Constructive 0.8
Aug 29, 2025 Why Canadians Are Turning Against …
I ran a business in Canada for 30+ years before retiring. An East Indian never bounced a cheque on me and they always paid on time. It was white people that bounced cheques and tried …
I ran a business in Canada for 30+ years before retiring. An East Indian never bounced a cheque on me and they always paid on time. It was white people that bounced cheques and tried not to pay their invoices.
Identity Attack0.35624164
Insult0.06722072
Profanity0.024267852
Threat0.0076119336
Severe Toxicity0.0062942505
Low Tox 0.26104406 Constructive 0.644
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
When local college graduate 10000 graduated students then They bring 10000 temporary workers for the same field , Crazy the citizens whom graduated have no job and face disadvantage crisis for paying their student loan …
When local college graduate 10000 graduated students then They bring 10000 temporary workers for the same field , Crazy the citizens whom graduated have no job and face disadvantage crisis for paying their student loan ,Omg But those temporary get hired instantly becuse they have full support from government but sadly the citizens who graduated local college zero support plus they get rejected instantly lol. And we still paying the temporary workers salary with student loan, Please check Non profit rmployment around the country Calgary tempore worker have more full time job than locsl citizens in Non profit sector working as social services center. Check the ratio of employment between citizens and temporary Visa holder ,crszy check the result STILL COMMUNITY SUPPORT WORKERS WITH STUDENT LOAN HAVE NO JOB BECAUSE OF BUT MUST PAY STUDENT LOAN ...
Identity Attack0.01374736
Insult0.24630153
Profanity0.08096472
Threat0.008246276
Severe Toxicity0.005607605
Low Tox 0.26104406 Constructive 0.784 Economic_Argument
Feb 24, 2026 'We do know that there's …
@mikenewbold1699 Mike tell me one thing do you help your siblings hard time in there life do u take care your parents when there old nah right do u help your poor relatives do something …
@mikenewbold1699 Mike tell me one thing do you help your siblings hard time in there life do u take care your parents when there old nah right do u help your poor relatives do something change there life do you give away money every month to help homeless people no body sleep empty stomach we re far from homeland we love our homeland butt canada is now our homeland because we work live here pay taxes helping Canada to grow to we re Indian we know India is not clean like Canada butt our roots family value culture value is more clean then spring water 💦 life is not all racism talking shett about other people check the facts population of Indian lives in Canada 99.9 working paying tax check canadian born status working class Canadian don’t talk shett still god bless you
Identity Attack0.18235919
Insult0.1711343
Profanity0.10054382
Threat0.0082074385
Severe Toxicity0.013866014
Low Tox 0.26104406 Constructive 0.648 Moral_Argument
Feb 10, 2026 Inside Canada's Indian Invasion...
Once upon time natives felt that about whites
Once upon time natives felt that about whites
Identity Attack0.29188538
Insult0.06424874
Profanity0.07805514
Threat0.010265815
Severe Toxicity0.008468628
Low Tox 0.26104406 Moderate Con 0.313 Comparative_Framing
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Remember those immigrant who forgot their OATH at the time of Citizenship must have their Citizenship revoked and deported for this Violation....Diversity and inclusion not at the expenses of Canadian Culture. I think this is …
Remember those immigrant who forgot their OATH at the time of Citizenship must have their Citizenship revoked and deported for this Violation....Diversity and inclusion not at the expenses of Canadian Culture. I think this is why now I think only RACISM is the only to regulate it.
Identity Attack0.2803029
Insult0.0813853
Profanity0.013985921
Threat0.011974656
Severe Toxicity0.009002686
Low Tox 0.26104406 Constructive 0.543 Policy_Critique
Oct 26, 2025 1 likes Why Canadians Are Turning Against …
2:06 combating the stereotypes one indian at a time
2:06 combating the stereotypes one indian at a time
Identity Attack0.28034934
Insult0.06953252
Profanity0.07482228
Threat0.02924249
Severe Toxicity0.013672344
Low Tox 0.25915736 Moderate Con 0.308 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Trudeau and the Liberals ruined Canada with so much immigration from India.....One Country!!!!! And yet, they still voted Liberal 4 times. You have to wonder what is wrong with a population that voted themselves out …
Trudeau and the Liberals ruined Canada with so much immigration from India.....One Country!!!!! And yet, they still voted Liberal 4 times. You have to wonder what is wrong with a population that voted themselves out of their own country.
Identity Attack0.2700233
Insult0.10587067
Profanity0.01354185
Threat0.008634649
Severe Toxicity0.0059890747
Low Tox 0.25915736 Moderate Con 0.313 Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
I can understand the immigration problem in your country. The problem I have is where people would use immigration as a cover for being racist. If you want to assimilate immigrants in your country, it …
I can understand the immigration problem in your country. The problem I have is where people would use immigration as a cover for being racist. If you want to assimilate immigrants in your country, it would take a while. They will need time and patience. Likely their children will be more assimilated if they were young or born there. A lot of immigrants who are white in your country and your history likely took time for them to assimilate. But their children were likely already assimilated. Also, don’t blame the immigrants for the actions of your government. And yes, your country is changing and it happens all the time when you are nation founded by immigrants. For some of you who think the system isn’t working I get that. But for those who find it a problem when they are not white, just say it.
Identity Attack0.28883415
Insult0.083112895
Profanity0.06195303
Threat0.009799767
Severe Toxicity0.008850098
Low Tox 0.2553839 Constructive 0.732 Moral_Argument
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
We had had enough of the liberal corruption it’s time for them to get ousted out. Nothing you mentioned will help any Canadian.
We had had enough of the liberal corruption it’s time for them to get ousted out. Nothing you mentioned will help any Canadian.
Identity Attack0.099899694
Insult0.1711343
Profanity0.01627459
Threat0.032695748
Severe Toxicity0.005378723
Low Tox 0.25462922 Low Con 0.243
Jan 13, 2026 Canada’s new rules in 2026
In the late 70s, when i was in high school, there was only one black guy in the whole school. He was a funny cool kid but how things have changed in such a short …
In the late 70s, when i was in high school, there was only one black guy in the whole school. He was a funny cool kid but how things have changed in such a short time eh ?.
Identity Attack0.316
Insult0.07301756
Profanity0.058946952
Threat0.008323951
Severe Toxicity0.008163452
Low Tox 0.25462922 Constructive 0.593 Personal_Narrative
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Taxes and Immigration are just two of the Weapons being used against every Canadian by the Government working in cahoots with greedy and lazy oligopolies in this Country, The Question is; Are we as Canadians …
Taxes and Immigration are just two of the Weapons being used against every Canadian by the Government working in cahoots with greedy and lazy oligopolies in this Country, The Question is; Are we as Canadians being replaced ? Absolutely, and it is best not to pretend that it is not happening. Why is the Government flooding the Country with so many Immigrants at such a rapid pace ? Answer: Immigrants from certain parts of the World on average tend to be superficially obedient and compliant as regards Authoritarian Mechanisms ( social face ) However, they are simply more " skillful " and crafty when it comes to getting things done. They share the same cultures, languages, tribal and other local networks and many times those connections extend internationally. As Canadians, we tend to be highly individualistic, often politically and socially apathetic - in short, we do not have what they have. We are being out-competed and exploited by the very Freedoms we've fought to uphold.
Identity Attack0.12440576
Insult0.19500497
Profanity0.022833163
Threat0.009307829
Severe Toxicity0.0059509277
Low Tox 0.25462922 Constructive 0.636
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian here, our government have been requesting Canadian government to sent these Punjabis back home. They’re not even sending back dangerous people and allowed to “seek asylum” against jail time in India. I have no …
Indian here, our government have been requesting Canadian government to sent these Punjabis back home. They’re not even sending back dangerous people and allowed to “seek asylum” against jail time in India. I have no idea why Canadian government would allow this to happen to their own country.
Identity Attack0.28883415
Insult0.0836065
Profanity0.016821137
Threat0.010110466
Severe Toxicity0.007171631
Low Tox 0.25462922 Constructive 0.602
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
There is still time deport them Canada tell them to go
There is still time deport them Canada tell them to go
Identity Attack0.120924085
Insult0.071750276
Profanity0.019348921
Threat0.13245705
Severe Toxicity0.009613037
Low Tox 0.25462922 Low Con 0.186
Jan 27, 2026 Inside Canada's Indian Invasion...
We let in too many unvetted criminals, because we tried to be too nice. Bad people take advantage of that.... Time to restrict unvetted refugees and immigrants, and time to throw out every criminal without …
We let in too many unvetted criminals, because we tried to be too nice. Bad people take advantage of that.... Time to restrict unvetted refugees and immigrants, and time to throw out every criminal without a citizenship. Those, we'll jail ourselves... PS: We DO need immigrants because of our low birthrate (it's negative), and our aging population... BUT, we need to check CHARACTER first. Not colour, just CHARACTER!!!
Identity Attack0.23694818
Insult0.10294484
Profanity0.017299367
Threat0.034422375
Severe Toxicity0.008621216
Low Tox 0.25462922 Moderate Con 0.45 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, …
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, etc. and the complaining of dominating every industry? I’m not sure what angle that is. Maybe the other groups should do better at dominating industries or advocate for businesses to hire other Canadians (equal opportunity employment). And the whole “ cow poop video” Tyler posted is one village in India ; which of course makes Indians collectively look bad and gives way for many of you in the comments to continually perpetuate this idea that Indians are sub-human. And Tyler, word of advice, if you’re going to show parts of the Indian community and Hinduism religion in Canada — at least learn to pronounce words correctly so you don’t sound like a complete idiot.
Identity Attack0.21075934
Insult0.16124763
Profanity0.05268429
Threat0.009359611
Severe Toxicity0.0077819824
Low Tox 0.25462922 Constructive 0.677 Moral_Argument
Jan 28, 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.