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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

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.

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Active: "Please, here are just some …" 468 comments · Page 14 of 19
I'm from myanmar living in Bangladesh refugee camp please I need resettlement and sponsorship fast please don't forget about me
I'm from myanmar living in Bangladesh refugee camp please I need resettlement and sponsorship fast please don't forget about me
Identity Attack0.06294931
Insult0.019161236
Profanity0.020578653
Threat0.009877442
Severe Toxicity0.003967285
Low Tox 0.09481675 Constructive 0.612
May 21, 2024 How much do refugees and …
Please dont spread hate.
Please dont spread hate.
Identity Attack0.015455672
Insult0.022384055
Profanity0.024541125
Threat0.00866054
Severe Toxicity0.0021648407
Low Tox 0.09394901 Moderate Con 0.397 Moral_Argument
Dec 24, 2025 Inside Canada's Indian Metropolis (Brampton)
If you have labour shortage, please hire real Canadian.
If you have labour shortage, please hire real Canadian.
Identity Attack0.04332388
Insult0.026960457
Profanity0.011526455
Threat0.007417747
Severe Toxicity0.001964569
Low Tox 0.09351514 Low Con 0.229 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know …
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know it's not your fault. It's all the Liberal Gov's fault.
Identity Attack0.015757138
Insult0.034451995
Profanity0.012004685
Threat0.007145886
Severe Toxicity0.0016498566
Low Tox 0.09112182 Constructive 0.631
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Please come to Winnipeg next. You'll be in for a shock.
Please come to Winnipeg next. You'll be in for a shock.
Identity Attack0.008361516
Insult0.021675033
Profanity0.014532468
Threat0.020091362
Severe Toxicity0.0026512146
Low Tox 0.08953904 Moderate Con 0.397 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Trudeau imports them, pays them to move here, knowing they will vote liberal, therefore keeping him in his place, we cant house or feed our own people, but will continue to bring in millions more. …
Trudeau imports them, pays them to move here, knowing they will vote liberal, therefore keeping him in his place, we cant house or feed our own people, but will continue to bring in millions more. We need ice north of the border. Please.
Identity Attack0.02721288
Insult0.02657372
Profanity0.011219022
Threat0.009618527
Severe Toxicity0.002708435
Low Tox 0.08795626 Moderate Con 0.481 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Yes please send CBS after them all of them please
Yes please send CBS after them all of them please
Identity Attack0.009767435
Insult0.022384055
Profanity0.022218296
Threat0.03787563
Severe Toxicity0.003643036
Low Tox 0.08716487 Moderate Con 0.302 Call_To_Action
Jan 23, 2026 2.9 million Canadian temporary visas …
Reduce pressure on housing”? Please. Three houses on my street are sitting empty, owned by wealthy people who don’t even live in Canada. That’s the reality on the ground. You can cut immigration all you …
Reduce pressure on housing”? Please. Three houses on my street are sitting empty, owned by wealthy people who don’t even live in Canada. That’s the reality on the ground. You can cut immigration all you want, and it still won’t fix the housing crisis. And let’s be precise: immigrants are not the same as migrants. Canada has high levels of legal, permanent immigration, but very little irregular or transient migration compared to other Western countries. The problem isn’t people needing homes. It’s homes being treated like safety-deposit boxes for the global rich. Empty houses, speculative ownership, and capital parked in real estate do far more damage than newcomers ever could. Blaming immigration is just a convenient distraction from the real issue: housing has been turned into an investment vehicle instead of a place to live.
Identity Attack0.035847444
Insult0.029604018
Profanity0.013576009
Threat0.007353018
Severe Toxicity0.0020599365
Low Tox 0.08637348 Constructive 0.615 Policy_Critique
Feb 11, 2026 7 likes Canada's tighter immigration policy divides …
Will somebody please put out a no confidence vote on Kearney so that we can get him out of power and bring Canada back to what it was
Will somebody please put out a no confidence vote on Kearney so that we can get him out of power and bring Canada back to what it was
Identity Attack0.006437627
Insult0.032028005
Profanity0.011253181
Threat0.009307829
Severe Toxicity0.0016021729
Low Tox 0.085582085 Moderate Con 0.329
Aug 26, 2025 Why Canadians Are Turning Against …
My thing, only one nationality getting jobs, hospitals fast foods stores. 😑 share the jobs please 🙏🏻
My thing, only one nationality getting jobs, hospitals fast foods stores. 😑 share the jobs please 🙏🏻
Identity Attack0.047706615
Insult0.018129934
Profanity0.012722028
Threat0.0067057298
Severe Toxicity0.0022888184
Low Tox 0.081625134 Constructive 0.534 Economic_Argument
Jan 23, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
PLEASE help us tyler !! i didnt even wathc the video yet i just KNOW its a problem........ Canadian Customs Immagration ENTER THE CHAT Pleaaaaaseeee
PLEASE help us tyler !! i didnt even wathc the video yet i just KNOW its a problem........ Canadian Customs Immagration ENTER THE CHAT Pleaaaaaseeee
Identity Attack0.0233943
Insult0.02212623
Profanity0.015386449
Threat0.006738094
Severe Toxicity0.0025367737
Low Tox 0.08004235 Moderate Con 0.481 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
Like Trump said the other day. Those who put your own country FIRST, please stand up. In Canadastan......
Like Trump said the other day. Those who put your own country FIRST, please stand up. In Canadastan......
Identity Attack0.033527173
Insult0.02373764
Profanity0.0113215
Threat0.007145886
Severe Toxicity0.0019359589
Low Tox 0.07845957 Moderate Con 0.436 Identity_Assertion
Feb 27, 2026 4 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
No, second chance, please defer them
No, second chance, please defer them
Identity Attack0.005401687
Insult0.016708933
Profanity0.018802373
Threat0.039256934
Severe Toxicity0.0028038025
Low Tox 0.07687678 Moderate Con 0.326
Dec 28, 2025 Deportations From Canada at Their …
please keep sleeping as what ever you discover was well known to every one in Canada۔
please keep sleeping as what ever you discover was well known to every one in Canada۔
Identity Attack0.010581387
Insult0.028061481
Profanity0.011065305
Threat0.008375733
Severe Toxicity0.001745224
Low Tox 0.075294 Moderate Con 0.31 Meta_Commentary
Sep 29, 2025 IRCC Names India in Study …
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more …
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more labor should be less taxed. BYE CANADIAN Only. HI TAX for imported goods. * Build thousands condominiums by government and rent them to low income people. Decentralized from major cities. * Lower the TAX like USA * Implement Health insurance like USA. Easy Medical loan who needed. * Women should be encouraged to take babies and raise kids for population growth. Increase child benefits and handsome pregnancy award to give birth. Maternity benefits for 3 years. * Culture is freedom of choice on one hand and it should be practiced in private places or in closed boundaries. There should not be any national culture or majority culture. All should respect each other and don't try to impose anything to others. So no public display or disturbances by culture issues. * Omitting bilingual system of English French. It's very stupidity. In office or workplaces ONLY English Please. Quebec only French. Not both. Government language only English. In private places you speak anything but outside only English. It could be broken English but English. It's important. The solutions are in front of us, government don't want to act
Identity Attack0.0233943
Insult0.028171662
Profanity0.014054239
Threat0.0067186756
Severe Toxicity0.002298355
Low Tox 0.075294 Constructive 0.684 Policy_Critique
Sep 15, 2025 Why Canadians Are Turning Against …
Dommage, Translate your vidéo an French please, i’am not understand english. Good day of Paris😊
Dommage, Translate your vidéo an French please, i’am not understand english. Good day of Paris😊
Identity Attack0.01756594
Insult0.017807651
Profanity0.021876704
Threat0.009126588
Severe Toxicity0.0030899048
Low Tox 0.07371122 Moderate Con 0.495 Meta_Commentary
Feb 8, 2026 Inside Canada's Indian Invasion...
Your guest is asking…we don’t know where those students are going….everyone knows they are going to TRUCKING schools…everybody knows that! Don’t pretend you don’t please!
Your guest is asking…we don’t know where those students are going….everyone knows they are going to TRUCKING schools…everybody knows that! Don’t pretend you don’t please!
Identity Attack0.004162259
Insult0.027347196
Profanity0.014600786
Threat0.007249452
Severe Toxicity0.0015640259
Low Tox 0.07054565 Moderate Con 0.311 Unverified_Claim
Jan 20, 2026 1 likes Why Canada’s immigration system has …
No this is Canada not India , please understand the difference?
No this is Canada not India , please understand the difference?
Identity Attack0.04512853
Insult0.020966014
Profanity0.0108774295
Threat0.0059937127
Severe Toxicity0.0016784668
Low Tox 0.06896287 Moderate Con 0.306 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I'm gonna need a whole video interviewing the guy on the bike please and thank you
I'm gonna need a whole video interviewing the guy on the bike please and thank you
Identity Attack0.007473567
Insult0.014884921
Profanity0.026590679
Threat0.020436687
Severe Toxicity0.0038146973
Low Tox 0.06817148 Moderate Con 0.398 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Has there ever been a country that has said please “come take us over, make our country yours”
Has there ever been a country that has said please “come take us over, make our country yours”
Identity Attack0.018972786
Insult0.017227544
Profanity0.017162729
Threat0.00866054
Severe Toxicity0.0022602081
Low Tox 0.06817148 Low Con 0.22
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank …
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank $200,000 of hard earned money into the Canadian Education system — Not as a fast track gimmick to immigrate, but so I could achieve my dream as a Game Developer. This money was family income, earned on 1/4th the salary, taking 4x longer to save. I was a great privileged to me. Today 15 years later, no one would ever think I'm from India. I sound Canadian, I behave Canadian, I have Canadian values, and I am Canadian. I came here because I loved Canada. I would watch hours upon hours of indigenous history, and on my Citizenship day, I watched Juno Beach to celebrate. However I must say this... I suffered through s*icidal depression here for 8 years, because I had far less leverage here than in a developing country, and it's really telling what sort of situation we're all in... Rent caps in Canada were removed... The housing market was open to foreign investors / and real estate monopolies with a 20% year-on-year rise... Rents went from 1000$ to 2100$ MINIMUM for a 1 bedroom through Trudeau's term and the govt said "It's not a federal responsibility"... Auto insurance is like 2.5-3.5k a year in Ontario and if you get a dent, you pay a deductable... I was quoted 8500$ for two wisdom teeth surgeries while it costed me 260$ abroad... During Covid - property owners, banks, and grocery stores exploited our misery and made record profits!... The govt stopped filtering through it's immigrants with "interviews", and it's operating like a scam — "Bring all your foreign money, convert it to CAD, and keep our GDP stable.. while we neither have the infrastructure, nor the job market to support these numbers". I think some accountability is due... these issues are "symptoms", not the problem — The problem is our Liberal govt / policies, and our wonderful voting body who voted Liberal term after term after term while complaining. Why does this govt safeguard extremism, foreign politics, foreign separatism? Khalistanis are as much of a threat / nuance to India than it is to Canada, but in Canada they actually have a unrestricted platform. Instead of resenting immigrants, we need to start resenting how mismanaged Canada is by our govt, and hold our voting body accountable. We had a chance to vote differently, but once again a repackaged and rebranded Liberal term. Because my ethnicity is Indian, I've become an object of collective resentment / hatred, and I don't think that's fair.. Please direct it at your vote, and govt level policies. Why should I (and other's like me) be crucified with the sins of other immigrants? It's like hating all your neighbors in a burning building, when the management has been lighting the fire.
Identity Attack0.026810925
Insult0.027218282
Profanity0.022354934
Threat0.0074436385
Severe Toxicity0.0024795532
Low Tox 0.0665887 Constructive 0.817 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
Make it make sense to me how a refugee, legitimate or not, gets better welfare, housing, medical and dental care while the average Canadian get's little to nothing or is living on the street? Please …
Make it make sense to me how a refugee, legitimate or not, gets better welfare, housing, medical and dental care while the average Canadian get's little to nothing or is living on the street? Please square that? On what grounds do the LIEberals base and justify this???
Identity Attack0.031206898
Insult0.023479814
Profanity0.011389818
Threat0.006433869
Severe Toxicity0.0015830994
Low Tox 0.06579731 Moderate Con 0.492 Question
Feb 17, 2026 7 likes LILLEY UNLEASHED: The fall of …
Please don't blame the people. Blame the system that has been asleep and keeping loopholes open.
Please don't blame the people. Blame the system that has been asleep and keeping loopholes open.
Identity Attack0.0036997858
Insult0.02373764
Profanity0.017162729
Threat0.008311004
Severe Toxicity0.0013542175
Low Tox 0.06579731 Moderate Con 0.367
Sep 29, 2025 3 likes IRCC Names India in Study …
Did anyone reach out to their MP? Please ask ChatGPT how to do that and just tell it your points, it will arrange the text. Yes your voice will be dismissed, it's not about you, …
Did anyone reach out to their MP? Please ask ChatGPT how to do that and just tell it your points, it will arrange the text. Yes your voice will be dismissed, it's not about you, it's about how many people will speakout instead of just complaining on youtube and tiktok and etc.
Identity Attack0.002848835
Insult0.023866551
Profanity0.018255826
Threat0.007935578
Severe Toxicity0.0013446808
Low Tox 0.06579731 Constructive 0.742
Aug 25, 2025 Why Canadians Are Turning Against …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My home was in brampton for a long time and I have personally seen the safety gone down, my family used to come back from trips with our garage open and everything would be completely fine. The long term sikhs and indians came and actually contributing positively and that can be seen with how good canada was pre 2020. Immigration too an extent was good, but mass immigration was never a good idea. In 2018-2019 the old time punjabi community was heavily against so many students coming in, so much so people that were indian had "no students" signs when renting their basements. It's sad to see people that came here running things so badly and ruining the effort and contributions made by many(I even face the consqeunces of things I have never done). Remeber don't be afraid to call out people for their bullshit, but also dont bash innocent people. Now many ppl came to canada and have done good like sikhs having the highest donors of blood, plasma, and platelets. We also giveway a lot in charity and food. A good news is Canada is cracking down on these bad people and quickly, and many good people who came are returning back home. I have seen a lot of videos online, but please remember algorithms and pushed media make things seem worse than they actually are. My message is I'm sorry for how these people are acting, my recent trip to Canada(brampton) I saw better quality service and more white folk too. Stay safe and god bless!
Identity Attack0.039456755
Insult0.022448512
Profanity0.027000591
Threat0.008181547
Severe Toxicity0.0032043457
Low Tox 0.06421452 Constructive 0.862 Personal_Narrative
Jan 27, 2026 3 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.