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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: "We have do something now. …" 345 comments · Page 3 of 14
And we voted in the same D** liberal government that has been slowly ruining canada . I grew up voting liberal .I will never vote liberal again .we had a chance to stop this from …
And we voted in the same D** liberal government that has been slowly ruining canada . I grew up voting liberal .I will never vote liberal again .we had a chance to stop this from happening but for some reason enough people voted the liberal party back in. We need to start speaking up and say what's on our minds.next time your in a store. restaurant and you can't understand the person working there say something to them .stop being nice and polite. Next election . DO NOT vote liberal
Identity Attack0.18468912
Insult0.4339631
Profanity0.4131548
Threat0.013476364
Severe Toxicity0.023176458
Moderate 0.45751464 Constructive 0.57
Aug 29, 2025 Why Canadians Are Turning Against …
Im not Canadian but I visited Canada twice specifically Montreal I saw how ugly and dirty indian neighborhoods are …the apartment I was staying at in 2019 there was only one Indian couple neighbors who …
Im not Canadian but I visited Canada twice specifically Montreal I saw how ugly and dirty indian neighborhoods are …the apartment I was staying at in 2019 there was only one Indian couple neighbors who both were very dirty but overall it was a decent place but past forward to 2025 the building got a lot more dirty because of other new Indian Neighbors u can’t even use the lifter because of the smell one of them brought his family from India and I think the dad peeid in the lifter and they brought bugs with them imagine how bad the situation was 🤮… also one them was literally walking barefoot with a weird disgusting towel he scared the shit out of me for a moment I felt so unsafe as a girl thank god I wasn’t alone otherwise I know he would’ve done something bad to me … I would never go back to that place ever again.. I spoke to Canadians who lived there they all had plans to move out to other areas they couldn’t stand them anymore like I went to asian and arabs / North Africans and sub Saharan Africans Jewish Mexican neighborhoods yeah they weren’t 100% clean but it’s clean nice smell and people aren’t loud like u see decent looking civilized people even tho some are very poor so it’s not about poverty
Identity Attack0.4911651
Insult0.47384647
Profanity0.18049006
Threat0.012906751
Severe Toxicity0.024350211
Moderate 0.4574824 Constructive 0.737 Fear_Threat
Mar 2, 2026 2 likes Inside Canada's Indian Invasion...
human tragedy, what a load of bollocks. Immigration means integration, something that is not happening when they all want to stay around Montreal, and bring the grandparents. Canadians First for our Social Services, Homes and …
human tragedy, what a load of bollocks. Immigration means integration, something that is not happening when they all want to stay around Montreal, and bring the grandparents. Canadians First for our Social Services, Homes and TAX Credits!
Identity Attack0.27682206
Insult0.48627716
Profanity0.22713706
Threat0.008531082
Severe Toxicity0.02258113
Moderate 0.4574824 Constructive 0.538 Policy_Critique
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Dear Texans, do something about the scamming invaders now before you become even worse than it is up here. I saw the gigantic demonic gorilla statue they erected in Texas, remove them now before they …
Dear Texans, do something about the scamming invaders now before you become even worse than it is up here. I saw the gigantic demonic gorilla statue they erected in Texas, remove them now before they start using your streets as a toilet
Identity Attack0.2783691
Insult0.46476576
Profanity0.16589902
Threat0.10542984
Severe Toxicity0.023076924
Moderate 0.4402136 Moderate Con 0.325 Fear_Threat
Feb 12, 2026 2 likes Inside Canada's Indian Invasion...
4:35 that is better than not serving you and not able to buy something from their shops like the jews ones in the last video
4:35 that is better than not serving you and not able to buy something from their shops like the jews ones in the last video
Identity Attack0.4774257
Insult0.24928534
Profanity0.20700185
Threat0.032005094
Severe Toxicity0.02458496
Moderate 0.4402136 Low Con 0.258 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Wtf? I thought liberals just let them in for free. Is this a conservative action to bring an in app or something
Wtf? I thought liberals just let them in for free. Is this a conservative action to bring an in app or something
Identity Attack0.041003603
Insult0.19734058
Profanity0.47435758
Threat0.009929225
Severe Toxicity0.023076924
Moderate 0.43475235 Moderate Con 0.305
Nov 20, 2025 1 likes Thousands of refugees allowed into …
Canadian here: 10 yrs ago it was rare to hear a Canadian say something derogatory about another ethnicity beyond the basic complaints about the French or Natives. Even that was fairly tame since a lot …
Canadian here: 10 yrs ago it was rare to hear a Canadian say something derogatory about another ethnicity beyond the basic complaints about the French or Natives. Even that was fairly tame since a lot of Canadians have either French or Indigenous ancestry. I have never heard so much ethnic hostility over the past 5 yrs as people will just openly insult Indians. I have heard professionals say “Never trust an Indian”. Canadians are PISSED with how Indians have exploited Canada
Identity Attack0.4830652
Insult0.36798462
Profanity0.2661772
Threat0.014393489
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.604 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
I don't care if someone thinks of me as racist. Grow up people. If you want to get away with something call it racist. Canadians need to toughen up and put their foot down and …
I don't care if someone thinks of me as racist. Grow up people. If you want to get away with something call it racist. Canadians need to toughen up and put their foot down and get rid of migrants. This birth thing is a lie. People are going to be loosing jobs like crazy because of robots and AI. I'd coming soon.
Identity Attack0.35299334
Insult0.4378843
Profanity0.098377466
Threat0.0475118
Severe Toxicity0.021290002
Moderate 0.4269174 Moderate Con 0.45 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
I am sure the bike guy considers himself a Christian too, religion of love, humanity and peace so they say 😂😂his heart is full of hate why don't he goes buy a 🔫 and get …
I am sure the bike guy considers himself a Christian too, religion of love, humanity and peace so they say 😂😂his heart is full of hate why don't he goes buy a 🔫 and get rid of everyone he batws to cleanse his heart and satisfy it to its fullest, I am sure he will sleep better. His ready to leave this earth cuz it's almost time for him with hatred in his heart. No wonder be didn't amount to anything in life with his high IQ &, intelligence. He could have been a millionaire or president of Canada or something but his just a bike guy. He must do something about we are ready for him.
Identity Attack0.31892163
Insult0.37960073
Profanity0.25915453
Threat0.13815513
Severe Toxicity0.043077253
Moderate 0.4269174 Moderate Con 0.38 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I came to Canada 20 yrs ago as a skilled worker. Brought a lot of money , pass ielts with 8.5 bands even learn French . I was a software engineer . Got a job …
I came to Canada 20 yrs ago as a skilled worker. Brought a lot of money , pass ielts with 8.5 bands even learn French . I was a software engineer . Got a job paid all taxes here . Learn and respect Canadian culture adopt it . Upgrade my education to masters in AI . Now I can’t get a job coz Indian support Indian . And Pakistani prefer Canadian over Pakistani . No job on merit and skill ? Found out many dumb ppl got job even they are not citizens ? How come ? Coz they have reference ? I came to Canada for my kids better future now Canada is being taken over by one culture and I really don’t like this . Crimes are increasing , schools are over crowded , health system is exhausted . They should do something otherwise after 10 yrs when our kids grew up Canada won’t be same as it was when we came
Identity Attack0.37507164
Insult0.47630358
Profanity0.15283443
Threat0.010239923
Severe Toxicity0.017868511
Moderate 0.4269174 Constructive 0.631 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I worked with a guy that was abusing the system and didn't even hide it. He said to me I'm on a student visa I'm supposed to be going to school but I'm not and …
I worked with a guy that was abusing the system and didn't even hide it. He said to me I'm on a student visa I'm supposed to be going to school but I'm not and then he laughed about it and I got pissed. I said something about it and I told my boss he's not even supposed to be working here and my boss told me to mind my business. That's what's going on in Canada. Also these clowns that say that they are a benefit to Canada obviously aren't having their field of work crushed by too many people so you're easily replaceable. When you are easily replaceable your company no longer values you even if you are amazing at your job. They might be a financial benefit to companies and other Indians but they are not a benefit to Canadians. They only shop at Indian businesses and only deal with Indians in all aspects of their life. They refused to deal with Canadians and Canadian companies. They are cutting us out and being racist and discriminatory towards Canadians in Canada. That's ridiculous and we should stop it
Identity Attack0.1007269
Insult0.48627716
Profanity0.22562476
Threat0.012699619
Severe Toxicity0.014898917
Moderate 0.4269174 Constructive 0.707 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
For 10's of thousands of years this cycle repeats -White people build wonderous civilizations -Brown/Black people see civilization and are bewildered by how something so amazing could be created -Brown/Black people see these amazing people …
For 10's of thousands of years this cycle repeats -White people build wonderous civilizations -Brown/Black people see civilization and are bewildered by how something so amazing could be created -Brown/Black people see these amazing people have white skin -Brown/Black people get jealous -Tiny hats infiltrate White society and tear down border controls -Brown/Black people slowly enter society with Tiny hats help -White people are attacked/killed/graped by the Orcs and White Civilizations are destroyed -Whites Flee to create a new safe prosperous civilization Rinse and Repeat
Identity Attack0.50588524
Insult0.26957804
Profanity0.26631543
Threat0.2836219
Severe Toxicity0.07805709
Moderate 0.4269174 Moderate Con 0.427 Identity Attack
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
What I'm surprised by as a Canadian myself, how come nobody did a thing to prepare... this was very obvious during Covid that you needed to get out of the Canadian Dollar and into something …
What I'm surprised by as a Canadian myself, how come nobody did a thing to prepare... this was very obvious during Covid that you needed to get out of the Canadian Dollar and into something less trash.
Identity Attack0.18158256
Insult0.4794537
Profanity0.075792134
Threat0.0062137907
Severe Toxicity0.008811951
Moderate 0.4269174 Moderate Con 0.447
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Cut down to 10,000 that may mean something, Canada is broke, dying, on life support. But these bums own our median now and they all need to go to jail.
Cut down to 10,000 that may mean something, Canada is broke, dying, on life support. But these bums own our median now and they all need to go to jail.
Identity Attack0.10409598
Insult0.42167732
Profanity0.22622968
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.258
Jan 4, 2026 New rules, regulations take effect …
So what's the problem. Just leave canada and America if you don't like indians. You guys can go to Antarctica or something like that 😂😂😂😂
So what's the problem. Just leave canada and America if you don't like indians. You guys can go to Antarctica or something like that 😂😂😂😂
Identity Attack0.4931391
Insult0.24928534
Profanity0.089693464
Threat0.021127338
Severe Toxicity0.023076924
Moderate 0.42568782 Low Con 0.233 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
If Quebec wants to end that program, that is they choose. However, you can't just offer something like that then cut it off with no warning. Those who are in it should be grandfathered in, …
If Quebec wants to end that program, that is they choose. However, you can't just offer something like that then cut it off with no warning. Those who are in it should be grandfathered in, or at least given the opportunity to be grandfathered in. And then end the program. Just cutting it off like that is the most disgusting thing I have ever seen, that's something the americans would do. We are not americans, we are not nazi terrorists like them.
Identity Attack0.36702603
Insult0.46476576
Profanity0.06546012
Threat0.013631714
Severe Toxicity0.014705247
Moderate 0.42349213 Constructive 0.535 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
You can cut the BS. This is largely a right wing propaganda. All the money and other things immigrants or refugees receive. I want to see a government issued monthly statement, not propaganda from the …
You can cut the BS. This is largely a right wing propaganda. All the money and other things immigrants or refugees receive. I want to see a government issued monthly statement, not propaganda from the far right. The same is playing out in other countries. That is the plan to gain power. Even getting people of the same ethnicity to give legimacy. Like giving testemonials to sell some crap on tv.😂 I am not surprised if people are angry, but they should get the facts, before they do something based on lies.
Identity Attack0.14661247
Insult0.40243408
Profanity0.38343847
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.42349213 Constructive 0.523 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
We normal, sane, reasonable Canadian-born and bred citizens have become so "whipped" in the last 10 years under this tyranny called the LIBERAL PARTY OF CANADA, and their woke ideology. Im 60y.o., and have been …
We normal, sane, reasonable Canadian-born and bred citizens have become so "whipped" in the last 10 years under this tyranny called the LIBERAL PARTY OF CANADA, and their woke ideology. Im 60y.o., and have been screaming from the hilltops for ten years about out country being over run and dominated by Indians, and Muslims. ENOUGH !! FFSAKES, I'M NEARING THE POINT OF NO RETURN. IF THESE LIBERALS WIN THE NEXT ELECTION, IT WILL BE A CALL TO ACTION FOR ME. I WILL DO SOMETHING THAT OTHERWISE, I WOULDN'T EVEN CONTEMPLATE. MY ACT WILL BE HEARD AROUND THE WORLD, AND HOPEFULLY IT WILL CAUSE OTHERS TO AT LEAST ENACT CHANGE, AND TAKE CANADA BACK FROM THESE EVIL, SAVAGES THAT ARE OVERRUNNING HER. I'LL BE GIVING MY LIFE FOR MY BELIEFS, AND FOR MY LOVE OF GOD AND COUNTRY! GOD HELP ME, FORGIVE ME, AND GOD BLESS CANADA AND PIERRE POLIEVRE. HE IS MY, AND CANADA'S ONLY HOPE OF RESCUE. THE MUSLIM AND INDIAN TAKEOVER WILL END, OR I WILL!!
Identity Attack0.44690517
Insult0.40243408
Profanity0.09992486
Threat0.0287245
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.487
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these …
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these people that are not Canadian, not born here, migrated here, and are doing so many sickening illegal things to OUR PEOPLE. Kidnappings. Abductions. Stalking single women. Stealing. Squatting in homes and properties. All that with no consequences. Zero. None. And yet they receive all the jobs. All the income. All the amenities that natural born true Canadians should receive and very well deserve. I have never understood why these immigrants all of a sudden bombarded our small towns and cities like swarms of rodents or insects and expect to be welcomed with open arms. It seemed like it happened overnight! I remember seeing a few immigrants wearing their traditional towel wrap things on their heads in a mall one day and I was okay with it. Figured they were tourists or something and then BAM there are THOUSANDS of them moving in our towns and act like they own the place. Trying to intimidate US! In our OWN COUNTRY! It really angers me from within but at the same time I don’t want to come off as a racist or a hater or wtv. I’m not a racist by any means, but I am a very protective Canadian and I love my people and my country and I will help do whatever it takes to protect my country from immigrants and them thinking that they can push us around, intimidate us and try to act superior when they are the ones pretty much INVADING our beautiful, peaceful country. I am a PROUD CANADIAN SON. Pardon my long rant. Love, Peace and Unity 👊🏽 #nativecanadianpride
Identity Attack0.46028158
Insult0.38406035
Profanity0.07255927
Threat0.13262562
Severe Toxicity0.023411209
Moderate 0.41168427 Constructive 0.713 Fear_Threat
Sep 5, 2025 1 likes Why Canadians Are Turning Against …
Canada is REAPING fruits of Supporting TERRORISTS from INDIA, namely KHALISTANI in the name of Freedom of Speech. What was Canadeans were expecting? Something NICE out of such SUPPORT? 😂😂😂
Canada is REAPING fruits of Supporting TERRORISTS from INDIA, namely KHALISTANI in the name of Freedom of Speech. What was Canadeans were expecting? Something NICE out of such SUPPORT? 😂😂😂
Identity Attack0.44690517
Insult0.36193377
Profanity0.026044132
Threat0.011068452
Severe Toxicity0.023076924
Moderate 0.40891263 Low Con 0.2
Aug 25, 2025 Why Canadians Are Turning Against …
This is horrific! As an immigrant from India who has worked his b*tt off to make a better life for himself, this makes me feel so ashamed... I feel alienated because any time I try …
This is horrific! As an immigrant from India who has worked his b*tt off to make a better life for himself, this makes me feel so ashamed... I feel alienated because any time I try to say something of value, i get disowned by my own community. I wish everyone was as grateful for the opportunity this country has provided us as I am. And honestly, I have no empathy for anyone trying to cheat the system, no matter where they are from!
Identity Attack0.17769934
Insult0.30797598
Profanity0.4113413
Threat0.011068452
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.691 Personal_Narrative
Nov 13, 2025 IRCC Names India in Study …
It is so unfair. I strived for about 10 years saving, learning English, investigating, studying something relevant. Achieved to arrive in Canada from Mexico in 2022. And now all these mor0n$ from India putting us …
It is so unfair. I strived for about 10 years saving, learning English, investigating, studying something relevant. Achieved to arrive in Canada from Mexico in 2022. And now all these mor0n$ from India putting us all in bad word as students. They don’t attend classes, they cheat, abuse AI, steal other’s school projects. Total waste of air. There’s no even room for PR anymore as they flooded the system. In a year I’m going back to Mexico, if I meet any shaky head there I’ll make sure to show my appreciation.
Identity Attack0.37953663
Insult0.4339631
Profanity0.2188925
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.40336934 Constructive 0.595
Oct 9, 2025 IRCC Names India in Study …
Why are they importing them then? do they have low IQ or something?
Why are they importing them then? do they have low IQ or something?
Identity Attack0.11512129
Insult0.4339631
Profanity0.08128801
Threat0.008634649
Severe Toxicity0.0119018555
Moderate 0.4014846 Low Con 0.166
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian Government should do something about these Turban apes
Canadian Government should do something about these Turban apes
Identity Attack0.2816105
Insult0.43450394
Profanity0.16403814
Threat0.011741633
Severe Toxicity0.02077355
Moderate 0.4014846 Low Con 0.122 Fear_Threat
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
😂😂 sadly this video is reality and not speaking the truth isn’t racist. They are leaving India, clearly something is wrong with India. Why they come to Canada if they wanna turn Canada into India? …
😂😂 sadly this video is reality and not speaking the truth isn’t racist. They are leaving India, clearly something is wrong with India. Why they come to Canada if they wanna turn Canada into India? Clearly they are not the smartest… smh.
Identity Attack0.45348886
Insult0.35849577
Profanity0.08419759
Threat0.008945347
Severe Toxicity0.019095084
Moderate 0.4014846 Low Con 0.252 Identity_Assertion
Feb 25, 2026 13 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.