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: "Its in the millions not …" 526 comments · Page 11 of 22
Does anyone else just hate this individual? Stop playing the system and costing Canadians millions
Does anyone else just hate this individual? Stop playing the system and costing Canadians millions
Identity Attack0.030691283
Insult0.09270445
Profanity0.017436003
Threat0.010214032
Severe Toxicity0.0039100647
Low Tox 0.22311419 Moderate Con 0.317
Dec 25, 2025 Deportations From Canada at Their …
So much ragebait. British colonization destabilized our country, cultures, and unity, leaving a power vaccum for corruption. Search up the 1947 Partition. Decades of conflict led individuals to immigrate for better opportunities. We don’t need …
So much ragebait. British colonization destabilized our country, cultures, and unity, leaving a power vaccum for corruption. Search up the 1947 Partition. Decades of conflict led individuals to immigrate for better opportunities. We don’t need someone outside from Brampton coming in to provoke our community. Especially when ya’ll will never comment on the strengths of these immigrants—some of the most hardworking people you’ll meet. E.g. how the Punjabi Sikh community raised over $2.3 million for the first hospital in Brampton. Let’s emphasize the love, brother. 🙏🏽
Identity Attack0.116281845
Insult0.10148193
Profanity0.027547138
Threat0.00933372
Severe Toxicity0.005760193
Low Tox 0.2191003 Constructive 0.756 Solidarity
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
$78 million to send criminals home for Christmas, they’ll be back after the holidays.
$78 million to send criminals home for Christmas, they’ll be back after the holidays.
Identity Attack0.031980325
Insult0.11616662
Profanity0.017094411
Threat0.011612174
Severe Toxicity0.0038909912
Low Tox 0.21374844 Low Con 0.154 Unverified_Claim
Dec 25, 2025 Deportations From Canada at Their …
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)
Canadians have a weird obsession with indians. Justin Trudeau and Mark Carney have brought a million indians as tfws, international students, and permanent residents every year in the last 10 years.
Canadians have a weird obsession with indians. Justin Trudeau and Mark Carney have brought a million indians as tfws, international students, and permanent residents every year in the last 10 years.
Identity Attack0.2803029
Insult0.061101943
Profanity0.015557245
Threat0.00675104
Severe Toxicity0.003929138
Low Tox 0.21241048 Moderate Con 0.332
Dec 14, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Canada needs millions deported, the cost will be less than keeping them here.
Canada needs millions deported, the cost will be less than keeping them here.
Identity Attack0.15945168
Insult0.053791173
Profanity0.014942379
Threat0.03718498
Severe Toxicity0.007896423
Low Tox 0.21241048 Low Con 0.194
Dec 24, 2025 1 likes Deportations From Canada at Their …
It's done on purpose = 100 million people for 2100 in 75 years Magically the same problem is happening to white countries around the world
It's done on purpose = 100 million people for 2100 in 75 years Magically the same problem is happening to white countries around the world
Identity Attack0.23846684
Insult0.03522326
Profanity0.029888187
Threat0.009722093
Severe Toxicity0.0059509277
Low Tox 0.21107252 Low Con 0.203 Unverified_Claim
Jun 16, 2025 1 likes How Canada broke its immigration …
Only 18k deported??? 😂 Canada is really really bad at deportations! It should be atleast 1 million!
Only 18k deported??? 😂 Canada is really really bad at deportations! It should be atleast 1 million!
Identity Attack0.13591312
Insult0.07238392
Profanity0.016342908
Threat0.009074804
Severe Toxicity0.004196167
Low Tox 0.21107252 Low Con 0.241 Humor_Satire
Dec 25, 2025 6 likes Deportations From Canada at Their …
It's all ur govt fault first they allow millions of immigrants for cheap labour and now locals are facing problems instead of harrassing immigrants ask ur govt why did they do it
It's all ur govt fault first they allow millions of immigrants for cheap labour and now locals are facing problems instead of harrassing immigrants ask ur govt why did they do it
Identity Attack0.1508922
Insult0.075868964
Profanity0.018255826
Threat0.0100069
Severe Toxicity0.0049972534
Low Tox 0.20839658 Moderate Con 0.43 Policy_Critique
Nov 9, 2025 1 likes Why Canadians Are Turning Against …
lost me at only "1 million" and again at "the cut back in staffing". Nothing about the student visas fraud, ELMIA fraud, open borders that have created. Probably a lawyer that makes big dough from …
lost me at only "1 million" and again at "the cut back in staffing". Nothing about the student visas fraud, ELMIA fraud, open borders that have created. Probably a lawyer that makes big dough from mass immigration. This "news" downplays it big time. No shame
Identity Attack0.021987455
Insult0.11978693
Profanity0.018255826
Threat0.0074565844
Severe Toxicity0.0031471252
Low Tox 0.20312156 Moderate Con 0.449
Jan 20, 2026 Why Canada’s immigration system has …
The government was lying all along. The influx of these migrants are a net loss for Canadians. We don’t need 2.9 million to come change our society. It’s almost 8% of our total population. They …
The government was lying all along. The influx of these migrants are a net loss for Canadians. We don’t need 2.9 million to come change our society. It’s almost 8% of our total population. They are here to replace us, not to strengthen us.
Identity Attack0.116281845
Insult0.08582769
Profanity0.014805742
Threat0.00713294
Severe Toxicity0.0038337708
Low Tox 0.20312156 Moderate Con 0.412 Fear_Threat
Feb 18, 2026 2.9 million Canadian temporary visas …
I really appreciate that you did this video to try and shine some light on what's happening in Canada. However, this was such a missed opportunity. There was never any questions about why millions of …
I really appreciate that you did this video to try and shine some light on what's happening in Canada. However, this was such a missed opportunity. There was never any questions about why millions of indians have been allowed in the country in record numbers. There is so much fraud in the government with their diploma mills, drug trafficking and employment scams. This video could have been so much bigger and exposed the corruption in the Canadian government. This is not what Canadians want
Identity Attack0.16373143
Insult0.09563028
Profanity0.017436003
Threat0.007301235
Severe Toxicity0.004425049
Low Tox 0.2028889 Constructive 0.698 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Well i hope millions more Indians move to Canada.
Well i hope millions more Indians move to Canada.
Identity Attack0.27340925
Insult0.039151907
Profanity0.019553876
Threat0.0075083673
Severe Toxicity0.0051116943
Low Tox 0.20265625 Moderate Con 0.308 Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
Should be 1.8 million deported. Do better Canada!
Should be 1.8 million deported. Do better Canada!
Identity Attack0.10757765
Insult0.04090862
Profanity0.0147374235
Threat0.053654157
Severe Toxicity0.006904602
Low Tox 0.20172562 Low Con 0.288 Call_To_Action
Dec 24, 2025 438 likes Deportations From Canada at Their …
I became homeless after spending over 2 months in the ICU of a Toronto hospital barely walking in was taken to a Toronto city shelter and for 5 years I've been in 5 different Toronto …
I became homeless after spending over 2 months in the ICU of a Toronto hospital barely walking in was taken to a Toronto city shelter and for 5 years I've been in 5 different Toronto shelters in what seemed like a blink of a eye every shelter became 80% north African Muslim men ,they were given cash allowances to buy their own food $80 a day plus welfare cheques once a month boosted up with TTC allowance $157 clothing allowances and yes they were all given money to buy laptops and smart phones apparently so they can keep in touch with their families back in Africa, in the last shelter I stayed in there was only 6 white Canadian born homeless people living there and 94 north Africans whom we started to notice were being housed only to have the next one take up their cott space housed yes and when we started looking into how they were getting housed so fast when we were apparently on a 37,000 name waiting list for housing with our housing workers telling us it will take 10 years if we are lucky then we found out about the secret housing program that these fresh off the boat immigrants were getting market value apartments of their choice you pick the government pays one African we befriended ( he wasn't a believer in Islam shush or they'll kill him) got a 1 bedroom condo apartment over looking Toronto's Island airport $2,700 a month and the government payed for all his furnishings, so now we knew and we approached the on site housing workers asking why we weren't told about COHB at first they tried to deny it existed but researching we had all the information first these COHB forms were to be handed out to those with seniority length of stay so as to cut out on abuse being that they are worth over $250,000 after ten years of paying your rent as in free housing for life , then we discovered the staff were making false entries on our files claiming some of us lost our seniority for fighting claiming we were kicked out for 14 days others for smoking violations what they didn't think we knew was on admission to any shelter you sign a agreement that they are videoing you and keeping a file on you that also stated we are allowed to have up to date copies of our files then during the 2 weeks we were supposedly kicked out we asked for the videos from that period once they realized we had a advocate working for us who a l so supplies lawyers to us should we need so they got caught then management called us all up for a meeting and that's when we hit him with a bombshell yes the shelters are staffed with immigrants from the same African countries this Hoard is coming from and we have a sworn statement saying they are charging $10,000 for these guaranteed housing forms yes $10,000 that's what our none Muslim African shelter friend payed for his form and why he's now living free in easily close to a million dollar condo and believe me the cars parked there show it, ok so after we busted them guess what 6 whites who were all born in Canada and have lived a average of 3.5 years in a shelter all got housed in apartments of our choosing mind we did get ours fully furnished by the government like all these illegal Christian hating islamists get free housing free food free clothing free medical free dental free prescription drugs and a free huge monthly welfare cheque Rebel news please contact us we want every Canadian to know what's going on and how we Canadians are being left out, p.s just go to any money transfer business at the end of the month and you'll see line ups of these north Africans wiring money back to their wives and families even boxing up all the mountains of free clothing sending it to Africa same what they're doing with all the prescription drugs they are getting for free everything is about making money taking taking taking not putting anything back , now I sleep soundly no one stealing my belongings no more catching a different cold every week no more being called a filthy infidel which seems to be their favorite word COHB look that up and if your living paycheck to paycheck working 2 jobs just get to a shelter say one with 94 Africans who will all be housed shortly leaving you the most seniority easy peasy but remember to keep a eye on your file for false entries or borrow $10,000 to buy one
Identity Attack0.20878418
Insult0.0777699
Profanity0.025770858
Threat0.007819066
Severe Toxicity0.0075531006
Low Tox 0.20102765 Constructive 0.78 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
Over 4 million immigrants this year come on deport deport
Over 4 million immigrants this year come on deport deport
Identity Attack0.18235919
Insult0.03522326
Profanity0.025497584
Threat0.011223801
Severe Toxicity0.0050354004
Low Tox 0.200795 Low Con 0.224 Call_To_Action
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
4.9 million people are going to be deported
4.9 million people are going to be deported
Identity Attack0.10409598
Insult0.025026767
Profanity0.038655918
Threat0.051391184
Severe Toxicity0.0066375732
Low Tox 0.19986437 Low Con 0.268 Unverified_Claim
Dec 26, 2025 1 likes Deportations From Canada at Their …
I have seen a huge influx of 3rd world refugees everywhere past few months. It's really out of control! Imagine how much more polluted Canada is now with all these millions brought in by the …
I have seen a huge influx of 3rd world refugees everywhere past few months. It's really out of control! Imagine how much more polluted Canada is now with all these millions brought in by the lieberals- looks like they don't really care about Climate or environment afterall🤔
Identity Attack0.1294935
Insult0.06889887
Profanity0.017094411
Threat0.007521313
Severe Toxicity0.004463196
Low Tox 0.19789438 Constructive 0.554 Fear_Threat
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
LIBERAL REPORT CARD (And this is only what we know so far...) - $60 Million ArriveScam - Hard Drugs called Safe drugs supplied in vending machines - $258 Million in projects to GC Strategies; - …
LIBERAL REPORT CARD (And this is only what we know so far...) - $60 Million ArriveScam - Hard Drugs called Safe drugs supplied in vending machines - $258 Million in projects to GC Strategies; - Winnipeg Labs - SNC Scandal - Aga Khan trip Scandal - $84k Jamaican Vacation - $6k/night for a single room for the Queen's Funeral - $1.3 Million on 3 'Affordability Retreats' - China Election Interference - Chinese Police Stations in Canada - Green Slush Fund Scandal - Funding Islamic groups who are protesting in support of Hamas - $1 Billion paid out for Hotels for Immigrants - $40 Million to fire staff - A Billion Dollars to CBC to collapse their credibility - Blocking Veterans Affairs Committee investigation - $29 Billion in cost overruns on TMX - Expanding MAiD into those with Mental Illness - $2 Billion to invest in companies that don't exist - $500 Million to fund abortions in other countries - WE Scandal - CPP increase and CPP2 - Highest inflation in 30 years - Highest interest rates in 30 years - Unsustainable immigration - Forcing Untested Vaccinations - Ignoring Vaccine Injured - 11 Million Canadians requiring Food Banks - Tent Cities in every major city - Housing and Rent prices skyrocketing - Healthcare Collapsing - Out of-control spending by the Governor General - Overpayment of CERB payments to prisoners, people who don't qualify, people who don't live in Canada - 10k Ventilators, purchased from a Liberal Friend, that never got used because they were never needed - $300 Million for storage of Mobile Hospitals that were never used - $400 Million for Quarantine Hospitals - Illegally using the Emergencies Act against Canadians - Firing Federal workers and not paying them El based on Vaccination Status - $30 Billion in making batteries for cars, while EV Manufacturers are divesting from EV Technology - $9 Million in Cricket factory for Human consumption - Accusing India of killing citizens on Canadian Soil - Soiling relations with China - Telling Germany, Japan and Greece that we don't want their business on LNG - Violent protesters allowed to escalate without recourse - Violated Canadian Charter of Rights - 2018 India Vacation Mr. Dressup - Elbow gate in HoC - 25% living in poverty - Housing is unaffordable. - Canadian forces made ineffective - Rising crime rate - Failed gun bans on lawful owner - An opioid epidemic - No progress on missing Aboriginal women - A divided country - Reduction of Canadian forestry management causing more forest fires - 6 billion to the Philippines for gender equality and fight climate change - 5 million ice rink on Parliament Hill - 8.6 million reno on the Herington Lake cottage - 2.5 million for the additional cottage at Herington lake for Sophie and kids - Safe injection sites, not so safe around children - Failed safe supply being sold for hard drugs - Legalization of hard drugs - Speaker Greg Fergus after partisan language appeared in an ad for an upcoming event in his riding - Fergus was found to have violated the act - Freeland by-election at by-election - Anthony Rota is thrown under the bus for the HoC Hunka clap-in. PMO’s office knew who he was before. - Mary Ng $17,000 ethical contract - Mary Ng named as one of the 11 MP's who allegedly conspired with foreign actors - Failed UN Security seat campaign of over 8.6 million - 300 million on redesigning the Canadian passport (what was wrong with the old design, not WOKE enough?) - 220k on in-flight catering Indo-Pacific trip, total for the trip over 2 million - Justin Trudeau bought his buddy Tom a $9 million condo in NYC - $28,000 to Randy Boissonnault’s former company - Randy Boissonnault faking indigenous to get grants/money - Randy Boissonnault steps away from HoC to be protected from his crimes - 25% of Canadians are living below the poverty line - Steven Guilbeault $30 Billion coverup - MP Joly’s husband top recipient of future entrepreneurs program - Immigration minister Marc Miller importing terrorists - $523K Joly Rush furniture order spending spree THIS IS NOT EVEN SCRATCHING THE SURFACE SHARE SHARE
Identity Attack0.10221587
Insult0.08484049
Profanity0.020442016
Threat0.008867673
Severe Toxicity0.006790161
Low Tox 0.19789438 Moderate Con 0.499 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of …
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of all these, an estimated 1.5 million people are either overstaying or have entered illegally. 3. Pakistanis and Bangladeshis are also involved in illegal activities (I’m not defending Indians—they are also involved, I’ll come to that). If you ask them, many will claim to be Indians. You can see the same trend in the UK as well. The reason I’m mentioning them is because they have a similar appearance to Indians. 4. Almost half of the Indians in Canada are living there illegally. Why do I say this? Because here in India I personally know many people from Punjab and Haryana who go there. In both states, you can easily find many agents who reassure people that they can send them to Canada or the USA without much difficulty. You can also see the trend among Punjabis—many aspire to drive trucks and cars in Canada. In India, people often see Punjabis as if their only purpose in life is to go to Canada. I love Punjabi people, but I don’t like this mindset. 5. So, the people you see doing disgusting things are most likely illegal immigrants. Why? Because genuine people go there to educate themselves and contribute something meaningful to the culture—not to behave like those individuals. 6. I really hope Canada can recover from this. I have a friend who went there in 2015, and he once told me to visit the country. Canadians are truly amazing, and the natural beauty (except the winter!) is so nice. Please, Canadian government, take some steps for the well-being of your people.❤
Identity Attack0.2308735
Insult0.05964688
Profanity0.035399333
Threat0.01238892
Severe Toxicity0.007095337
Low Tox 0.19504376 Constructive 0.824
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
The of this government, the audacity! There are 10 million new immigrants in Canada not 1 million. And they’re not missing 76,000 people they’re missing hundreds of thousands of people! Has anybody been to Ottawa …
The of this government, the audacity! There are 10 million new immigrants in Canada not 1 million. And they’re not missing 76,000 people they’re missing hundreds of thousands of people! Has anybody been to Ottawa lately? Just use Ottawa as a cusp. that’s how Canada is right now there’s no room for anyone! Hospitals are overcrowded, rent is too high, homes are too expensive. Food is too high because we have too many people in Canada. Shipped them all back to where they came from and higher Canadian workers!
Identity Attack0.094936445
Insult0.08434689
Profanity0.026590679
Threat0.008505191
Severe Toxicity0.0059127808
Low Tox 0.19504376 Constructive 0.522
Sep 30, 2025 2 likes IRCC Names India in Study …
there are almost 3.5 millions to be deported. At this pace, you cant even able to do anything. too late. Canada is already destroyed by mass immigration. freeze bank accounts and charge deportation expenses and …
there are almost 3.5 millions to be deported. At this pace, you cant even able to do anything. too late. Canada is already destroyed by mass immigration. freeze bank accounts and charge deportation expenses and penalty, if illegals not leaving themself.
Identity Attack0.1508922
Insult0.061276767
Profanity0.013712646
Threat0.018364733
Severe Toxicity0.0048065186
Low Tox 0.19314334 Moderate Con 0.395
Dec 28, 2025 1 likes Deportations From Canada at Their …
Whoa, let in 2 million and deport 18,000.
Whoa, let in 2 million and deport 18,000.
Identity Attack0.09576365
Insult0.031697463
Profanity0.014259194
Threat0.040638234
Severe Toxicity0.00579834
Low Tox 0.19314334 Low Con 0.184
Dec 28, 2025 Deportations From Canada at Their …
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really …
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really FOR fast track Healthcare professionals/doctors into this country. Canada as a country also has to start having more children I do not know how they solve the problem but our population is aging and if we don't want to end up like Japan we have to do something about it. I see a lot of hate here in the comments (The racist and rednecks have permission to be openly racist)but this is a complex issue and don't forget Albert Einstein and Elon Musk were immigrants there is a lot of very talented people that we have to make sure we keep. How many jobs has Elon Musk created? he is not perfect I'm sure in the millions!!!! How much tax has he generated for the country?
Identity Attack0.07425626
Insult0.09416737
Profanity0.024472807
Threat0.011275585
Severe Toxicity0.005264282
Low Tox 0.19314334 Constructive 0.764
Dec 28, 2025 Deportations From Canada at Their …
Why do you let over a million a year come in the first place? We can't afford it. Close the border to immigration. When you realize your parenting is failing you don't make more kids.
Why do you let over a million a year come in the first place? We can't afford it. Close the border to immigration. When you realize your parenting is failing you don't make more kids.
Identity Attack0.10221587
Insult0.06687108
Profanity0.014156717
Threat0.008686432
Severe Toxicity0.0041389465
Low Tox 0.19124292 Low Con 0.278 Policy_Critique
Dec 25, 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.