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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

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Active: "Canada , don't let the …" 281 comments · Page 7 of 12
Let me off the ride. I dont the canadian government. Elbows up is destroying canada
Let me off the ride. I dont the canadian government. Elbows up is destroying canada
Identity Attack0.10221587
Insult0.082372494
Profanity0.020442016
Threat0.06863153
Severe Toxicity0.005493164
Low Tox 0.2524482 Low Con 0.254
Jan 3, 2026 New rules, regulations take effect …
As a third generation Canadian who's great grandparents were among the first Indians in Canada, I advise Canada to shut the door while we still can. The new loophole abusing immigrants are not suitable to …
As a third generation Canadian who's great grandparents were among the first Indians in Canada, I advise Canada to shut the door while we still can. The new loophole abusing immigrants are not suitable to be let outside India.
Identity Attack0.28622448
Insult0.0816321
Profanity0.015625564
Threat0.010680079
Severe Toxicity0.0062942505
Low Tox 0.25084448 Constructive 0.639 Call_To_Action
Oct 9, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
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 …
STOP SUBSIDIZING BUSINESS TO HIRE IMMIGRANTS....ITS SIMPLE AND LET SEE IF THESE IMMIGRANT COME TO CANADA IF WE STOP HANDING THEM MONEY, WHICH THEY DO NOT DESERVE.
STOP SUBSIDIZING BUSINESS TO HIRE IMMIGRANTS....ITS SIMPLE AND LET SEE IF THESE IMMIGRANT COME TO CANADA IF WE STOP HANDING THEM MONEY, WHICH THEY DO NOT DESERVE.
Identity Attack0.26155844
Insult0.077136256
Profanity0.015249812
Threat0.010550622
Severe Toxicity0.0074768066
Low Tox 0.24924077 Low Con 0.215 Call_To_Action
Jun 20, 2025 How Canada broke its immigration …
If Canada would just stop letting so many criminals in it might help.
If Canada would just stop letting so many criminals in it might help.
Identity Attack0.094936445
Insult0.1823172
Profanity0.014498309
Threat0.009204263
Severe Toxicity0.0038528442
Low Tox 0.24924077 Low Con 0.198
Jan 20, 2026 Why Canada’s immigration system has …
I am Native American. At college, I took a welding course just to break the monotony of classes as I was raised using my hands. This immigrant male, asked the rest of the class "why …
I am Native American. At college, I took a welding course just to break the monotony of classes as I was raised using my hands. This immigrant male, asked the rest of the class "why is she here?". I asked if he had a problem with me and he looked at the class to tell me not to speak to him. No one said a word but looked between us in silence. I asked him again, "do you have an issue with me being here?". Again he told the rest of the Caucasian men to tell me to stop speaking to him. I said if you have a problem with me, let's step outside and one of us will walk back in. You can't accept that a Native female is in this class, pack your family up and go home. Don't think of the state's because that's mine too. The teacher walked in and he could see and sense the tension in the room. He removed the immigrant and they went out of the room. A few minutes later the instructor came in and looked at me and said he'll be taking a class with no females. His country doesn't allow females an education yet alone a trade. You're welcome to stay. I have no intention to leave, was my comment back. I'm here to learn. Decades later, I'm driving home from northeastern Quebec and on the 401 is a gas/food stop. My child and I were passed by 4 luxury sports cars. They pulled into this stop and parked across all the handicapped parking spots. Bumper to bumper across the spots. We went in and met them as we came out and met a truck driver of the same nationality. He asked "how is Canada treating you?". They smiled and said "look", motioning to their silk suits. Another pointed to their cars. And another said "they treat us like kings'!". The fourth said "Canadians are easy to play! Cowards!!" A few days later, I'm at Walmart and present my tax exempt (we pay 5% tax) but the cashier looks at it and states "you all think your so special!!" Your paying the tax like everyone else! A customer behind me yelled for management loudly. When management showed, I didn't say a word because it was the customers behind and on the side of me with complaints of the rudeness of the cashier. She was removed and manager took over transactions. Not just mine but those after me. There was another incident with my child. An immigrant (can tell by the long tunic) was trying to lure my daughter away from me. I put her in a cart and requested help from a young employee who wanted me to write a book before calling security. Another employee came over and called security immediately. By the time they found the man, he had exited the store and got into a taxi. A few weeks later at an arena where youth hockey practice was taking place, the same scenario was happening. A man in a tunic was trying to lure children away and when caught, jumped into a taxi and left the scene. To attack an adult who can defend themselves is one thing but to go after children is another. I say stricter policy on crimes are needed.
Identity Attack0.27171627
Insult0.086852804
Profanity0.17148167
Threat0.025443908
Severe Toxicity0.012283325
Low Tox 0.24763705 Constructive 0.814 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
I’m an Indian, and let me state the reality clearly. India has repeatedly warned Canada that many individuals seeking asylum there include criminals facing serious charges or jail time in India. Some exploit the Khalistan …
I’m an Indian, and let me state the reality clearly. India has repeatedly warned Canada that many individuals seeking asylum there include criminals facing serious charges or jail time in India. Some exploit the Khalistan narrative to falsely claim political persecution, allowing them to gain asylum and citizenship. These networks have contributed to gang wars, drug trafficking, and rising violence in Canada. Khalistani extremists have a proven history of terrorism, including the Air India bombing Canada’s deadliest terror attack. If Canada genuinely wants to curb shootings, drug cartels, and organized crime, it must treat Khalistani extremist groups as terrorist organizations and stop offering safe haven to criminals. This is not about Sikhs,peaceful people. The problem arises when criminals and extremists are protected under the guise of activism. Canada’s continued refusal to extradite such individuals reflects a failure of policy, largely under the Trudeau government.
Identity Attack0.2700233
Insult0.13969865
Profanity0.024677763
Threat0.031314444
Severe Toxicity0.008277893
Low Tox 0.24763705 Constructive 0.735 Policy_Critique
Jan 27, 2026 55 likes Inside Canada's Indian Invasion...
do Surrey and there immigration and extortion issue! The prime minister of India warned us about all the criminals we’re letting in and now there shooting up stores and restaurants demanding 2 million dollars 😂 …
do Surrey and there immigration and extortion issue! The prime minister of India warned us about all the criminals we’re letting in and now there shooting up stores and restaurants demanding 2 million dollars 😂 Canada sure has changed
Identity Attack0.13805299
Insult0.07270074
Profanity0.017914234
Threat0.13815513
Severe Toxicity0.0090408325
Low Tox 0.24603334 Moderate Con 0.458 Unverified_Claim
Feb 12, 2026 Inside Canada's Indian Invasion...
I'm not a fan of Indians but let's be real Canada is cold and empty and it needs people😅
I'm not a fan of Indians but let's be real Canada is cold and empty and it needs people😅
Identity Attack0.28034934
Insult0.06984934
Profanity0.03189224
Threat0.007624879
Severe Toxicity0.008392334
Low Tox 0.24442963 Moderate Con 0.449 Identity_Assertion
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
let’s be honest, if tyler is making a video about this.. that means we are not crazy and there is very much a problem and I feel very bad for Canada. Honestly, as an American …
let’s be honest, if tyler is making a video about this.. that means we are not crazy and there is very much a problem and I feel very bad for Canada. Honestly, as an American I would not tolerate this infestation in my country. Like I literally would not tolerate it and I would do something about it to make sure this doesn’t happen.
Identity Attack0.057492398
Insult0.11978693
Profanity0.07934829
Threat0.010291707
Severe Toxicity0.0061416626
Low Tox 0.23523538 Constructive 0.582
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What is he still doing around? Send the Illegal Immigrants and the ones with expired Visa home so we can get caught up on homes and jobs for our own Legal Citizens. Our young people, …
What is he still doing around? Send the Illegal Immigrants and the ones with expired Visa home so we can get caught up on homes and jobs for our own Legal Citizens. Our young people, whom are the future of Canada cannot even get jobs, because the government is giving potential employers partial money to hire the Immigrants therefore not letting Natural Citizens of Canada GET JOBS. We need to stop paying taxpayers money to the Illegal Immigrants. Another thing we should be only allowing into our country only skilled workers with trades! Also every immigrant needs to be vetted to see if they have Criminal Records. Also we should not be letting people into our country who do have our Canadian Values and Standards of Humanity. There are certain people being allowed in our country WHO DO NOT fit our society.
Identity Attack0.2127345
Insult0.10148193
Profanity0.017777596
Threat0.010654188
Severe Toxicity0.0074768066
Low Tox 0.23523538 Constructive 0.593 Policy_Critique
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
You could save that 78 million by not allowing so many in. Almost 80 thousand “students” have emptied food banks or disappeared into Canada. No cost is too high to remove these people. Stop letting …
You could save that 78 million by not allowing so many in. Almost 80 thousand “students” have emptied food banks or disappeared into Canada. No cost is too high to remove these people. Stop letting them in and you will save hundreds of millions. This is criminal. Fix Canada before you offer our country over to “refugees” and no we cant do both.
Identity Attack0.15731181
Insult0.10148193
Profanity0.015591404
Threat0.011042561
Severe Toxicity0.0062942505
Low Tox 0.23271075 Moderate Con 0.394 Economic_Argument
Dec 30, 2025 1 likes Deportations From Canada at Their …
Yet another video meant to create hate and division. Why would you let someone claim indians pay no taxes without following up? How can indians pay no taxes when they pay tens of thousands dollars …
Yet another video meant to create hate and division. Why would you let someone claim indians pay no taxes without following up? How can indians pay no taxes when they pay tens of thousands dollars in tuition, buy real estate, and are not eligible for any social assistance? Why not look into who makes up the bulk of offenders in Canada, who's on welfare/disability, who's unemployed? Of course this wouldn't fit your narrative.
Identity Attack0.23391083
Insult0.06858205
Profanity0.014532468
Threat0.0074824756
Severe Toxicity0.004005432
Low Tox 0.2312681 Moderate Con 0.415 Policy_Critique
Sep 24, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Canada is literally being invaded. Hey dont get me wrong , I believe in immigration but the right immigration. If it was not for immigration I would not be here but when the government let's …
Canada is literally being invaded. Hey dont get me wrong , I believe in immigration but the right immigration. If it was not for immigration I would not be here but when the government let's in terrorists and say they are allowed here theres something very wrong with that . This is all on the liberal party of canada
Identity Attack0.15945168
Insult0.07998765
Profanity0.01627459
Threat0.01052473
Severe Toxicity0.004634857
Low Tox 0.22846605 Constructive 0.624 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
This is ALL over Canada. Not just "Bramladesh" Brampton. In the past decade, the liberal government has let FLOODS of these third-world people in, with zero English proficiency, zero education, and zero interest in learning …
This is ALL over Canada. Not just "Bramladesh" Brampton. In the past decade, the liberal government has let FLOODS of these third-world people in, with zero English proficiency, zero education, and zero interest in learning about Canadian culture. May they all find JESUS and return to their home country to work hard and make it a better place for their children.
Identity Attack0.2127345
Insult0.07808672
Profanity0.01535229
Threat0.007068211
Severe Toxicity0.0063705444
Low Tox 0.22043827 Moderate Con 0.38 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada is spiralling into 3rd world. No housing, health care nor new infrastrutures despite 5 more millions added. Oligarchs cooked up the 100Million initiative so they could make trillions from housing, grocery, and crimes. Letting …
Canada is spiralling into 3rd world. No housing, health care nor new infrastrutures despite 5 more millions added. Oligarchs cooked up the 100Million initiative so they could make trillions from housing, grocery, and crimes. Letting in millions of international students whom many have little intention to study while quick to seek asylum. They are more like indentured labourers ripe to be exploited by their very own. Which country welcomes refugees and illegal immigrants with open arms, treating them far better than seniors who toiled for decades. Only in Canada! Oh Indicanada!
Identity Attack0.11744241
Insult0.11464815
Profanity0.020032106
Threat0.009281937
Severe Toxicity0.0060653687
Low Tox 0.21241048 Moderate Con 0.441 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
There are way to many bad actor's let into Canada , they have spoilt it for the rest , SO put a stop to all immigration ! The liberal government doesn't know what there doing …
There are way to many bad actor's let into Canada , they have spoilt it for the rest , SO put a stop to all immigration ! The liberal government doesn't know what there doing ?
Identity Attack0.11163961
Insult0.086852804
Profanity0.016069634
Threat0.0086087575
Severe Toxicity0.003528595
Low Tox 0.21241048 Low Con 0.289 Fear_Threat
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Dont worry the canada dream is dying in india we really dont want to go to canada anymore and lets see how your economy works out , we indians run your economy not canada many …
Dont worry the canada dream is dying in india we really dont want to go to canada anymore and lets see how your economy works out , we indians run your economy not canada many countries in this world.
Identity Attack0.23391083
Insult0.06442356
Profanity0.017572641
Threat0.008841781
Severe Toxicity0.005531311
Low Tox 0.21107252 Moderate Con 0.312 Identity_Assertion
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Okay let's leave the culture at the door. How about we start with jerkfest and the Caribana carnival that happened recently. Tell them to do it in their countries. Why block roads in Canada?
Okay let's leave the culture at the door. How about we start with jerkfest and the Caribana carnival that happened recently. Tell them to do it in their countries. Why block roads in Canada?
Identity Attack0.10409598
Insult0.0836065
Profanity0.0864606
Threat0.009877442
Severe Toxicity0.006713867
Low Tox 0.2043827 Moderate Con 0.32
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
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 …
Learn from Gulf countries open your markets let young, educated people come to your country establish businesses, provide you services and if possible, they will bear children for you to increase your population. Charge them …
Learn from Gulf countries open your markets let young, educated people come to your country establish businesses, provide you services and if possible, they will bear children for you to increase your population. Charge them yearly for visa health fee etc. and as soon contract finishes send them back home or keep good ones who are beneficial to your economy give them citizenship. Such a big country like Canada that is going thru housing crisis...shame it is called first world country. Indians can help you in a big way to sort your healthcare woes. YES INDIA AND ONLY INDIA OR TO SOME EXTENT PHILLIPINES CAN PROVIDE YOU ENGLISH EDUCATED LAW ABIDING MAN POWER.
Identity Attack0.18468912
Insult0.082866095
Profanity0.024267852
Threat0.007974415
Severe Toxicity0.0062179565
Low Tox 0.20312156 Constructive 0.709
Oct 2, 2025 IRCC Names India in Study …
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let …
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let alone a family. So so sad and scary. Omg, so many good points!! Canadians we have to stand up and say something!!! Trudeau ruined this country and now Carney is going to make it much worse!!!
Identity Attack0.033784978
Insult0.10440776
Profanity0.0127561875
Threat0.0103175985
Severe Toxicity0.0033569336
Low Tox 0.20195828 Constructive 0.723 Economic_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let …
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let them get that status are now enjoying our hard earned tax money free housing cash dental schooling college furniture even laptops??? accepted them as real refugees leaving real genuine refugees and law abiding educated hard working emigrants in the fray . Shocking Canada 🇨🇦 The emigration minister should resign cause some of them may have police records gangsters rapists we do not know Time Canada imported good decent hard working emigrants without police record
Identity Attack0.1007269
Insult0.12159709
Profanity0.023106437
Threat0.0077802283
Severe Toxicity0.0049972534
Low Tox 0.20172562 Constructive 0.528 Policy_Critique
Dec 21, 2025 IRCC Names India in Study …
Wake up Canada. This is colonization, a takeover of your country. We in America stand beside you. Stand up for your country and your freedom. They will take it if you let them. Stand up. …
Wake up Canada. This is colonization, a takeover of your country. We in America stand beside you. Stand up for your country and your freedom. They will take it if you let them. Stand up. This is happening worldwide in every single European white culture countries. This is not by accident.
Identity Attack0.21075934
Insult0.04090862
Profanity0.017914234
Threat0.010395273
Severe Toxicity0.005340576
Low Tox 0.20126031 Moderate Con 0.338 Fear_Threat
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration Canada let in over 17,000 convicted criminals
Immigration Canada let in over 17,000 convicted criminals
Identity Attack0.120924085
Insult0.076819435
Profanity0.016752819
Threat0.0089712385
Severe Toxicity0.0038528442
Low Tox 0.200795 Low Con 0.203
Dec 26, 2025 Deportations From Canada at Their …

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.