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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 #}

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Active: "I miss when you did …" 154 comments · Page 3 of 7
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about …
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about the illigal immigrants and I totally agree that all the illigal immigrants should not only be deported but should also be punished strictly and I get it that it's frustrating that people are not following the rules or people are doing bad stuff there but the thing is not only the content but also the intent behind the making and releasing this video, you could have mentioned illigal immigration but you choose to use words like Indian invasion and giving a name to a specific event would cause racism and hate towards the community as well as for the country, The way you showed the clips of specific people showing middle finger in cars I can show a tons of videos of native candains doing the same thing but then it's morally wrong because everyone's not same, same way just check out there's a lot of people who does bad things in public who are the citizens of Canada and who are doing bad stuff, imagine I make a video saying that "The stupid canadians who doesn't follow rules" that video will also show partial truth of some Canadians doing stupid things but associating Canada's name would spread racism against them which is wrong, same way you could've made a video on illigal immigrants who came from india but you choose to get more engagement by using racist terms and things which will make people think that all indians are same, in conclusion I just want to say that in america the highest earners are American-indians and I really thank us government for giving opportunities to them but they not only worked hard for those opportunities but they also worked more then the Americans to get to the top, if the America would have a better person to be the ceo of Google then sundar pichai must have been in india but since he's the best he's at the top same way every american-indian or legal immigrants not only worked hard to get there but also worked more to reach where they are, YOU HATE US, CAUSE YOU AIN'T US. (If you have talent skills and passion come to India and try to become ceo of Reliance industries or TATA group and if you really manage to do it I will not only say sorry but I will myself get all the Indians out of Canada) ✌️♌
Identity Attack0.27991617
Insult0.16337912
Profanity0.07514556
Threat0.058826666
Severe Toxicity0.014382465
Low Tox 0.27525392 Constructive 0.818 Moral_Argument
Feb 5, 2026 2 likes Inside Canada's Indian Invasion...
All you have to do to find these missing students is raid the Tim Hortins for these Timmagrants
All you have to do to find these missing students is raid the Tim Hortins for these Timmagrants
Identity Attack0.1444726
Insult0.0813853
Profanity0.033645786
Threat0.13815513
Severe Toxicity0.011672974
Low Tox 0.25462922 Low Con 0.2
Sep 30, 2025 IRCC Names India in Study …
They are taking OUR jobs. We aren’t “Canada” anymore, we are New Canindia. I honestly might move in the middle of nowhere just to get away from the invasion. I bet you there’s more Indians …
They are taking OUR jobs. We aren’t “Canada” anymore, we are New Canindia. I honestly might move in the middle of nowhere just to get away from the invasion. I bet you there’s more Indians in Canada than Canadians. I miss Canada.
Identity Attack0.28034934
Insult0.0810151
Profanity0.02119352
Threat0.009644418
Severe Toxicity0.009155273
Low Tox 0.25462922 Moderate Con 0.479 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Tyler missed the smells of India so without having to travel all the way back there this was the easiest thing to do 😂
Tyler missed the smells of India so without having to travel all the way back there this was the easiest thing to do 😂
Identity Attack0.21668483
Insult0.07840354
Profanity0.075792134
Threat0.008466354
Severe Toxicity0.009460449
Low Tox 0.23739935 Moderate Con 0.463 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Courage to report on this topic. But you missed the point. The failure is Liberal politics on mass immigration not the Indians being a culprit. Oliviera come from Ireland then you can go in history …
Courage to report on this topic. But you missed the point. The failure is Liberal politics on mass immigration not the Indians being a culprit. Oliviera come from Ireland then you can go in history and see Irish immigrants.
Identity Attack0.2764353
Insult0.075868964
Profanity0.020168742
Threat0.008466354
Severe Toxicity0.0048828125
Low Tox 0.23343207 Constructive 0.75 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
we miss the Canada we grew up in. Its gone.. The liberal government has ruined us.
we miss the Canada we grew up in. Its gone.. The liberal government has ruined us.
Identity Attack0.07921951
Insult0.13607834
Profanity0.017367685
Threat0.010628296
Severe Toxicity0.0032806396
Low Tox 0.23271075 Moderate Con 0.409 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
You guys are so missing the whole point, and it is perfect like rhat. One migrant equals one public job, Don t you understand that your public workers, the government workers sold your country to …
You guys are so missing the whole point, and it is perfect like rhat. One migrant equals one public job, Don t you understand that your public workers, the government workers sold your country to strangers. Everything our fathers worked for, they gave it away in exchange for a 23$ per hour job. They kept unworking, seeling your futur.......THIS is the core of the problem. Do you know a single public worker in the last 10 years who lost his job ?, lost wages ? Lost any life quality ? But every single private worker did........
Identity Attack0.10221587
Insult0.12883772
Profanity0.027137227
Threat0.0076507707
Severe Toxicity0.0051116943
Low Tox 0.22445217 Constructive 0.519 Economic_Argument
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Asking a immigrant about other immigrant on immigration what am i missing ? Oh okay its not about the immigration its about the skin colour.
Asking a immigrant about other immigrant on immigration what am i missing ? Oh okay its not about the immigration its about the skin colour.
Identity Attack0.24970764
Insult0.035553806
Profanity0.021603432
Threat0.0079873605
Severe Toxicity0.005531311
Low Tox 0.2191003 Moderate Con 0.347 Identity_Assertion
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
Not just the Immigration Minister is clueless and missing. It is ALL the liberal caucus and CBC that is clueless and missing. They are opening doing harm to Canada and Canadian citizens.
Not just the Immigration Minister is clueless and missing. It is ALL the liberal caucus and CBC that is clueless and missing. They are opening doing harm to Canada and Canadian citizens.
Identity Attack0.059311368
Insult0.11464815
Profanity0.012892825
Threat0.010964886
Severe Toxicity0.0037765503
Low Tox 0.20195828 Moderate Con 0.323 Policy_Critique
Feb 26, 2026 36 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Missing key facts here. India has the highest violations but also the highest representation amongst students. Because the fees these institutions are asking for can only be paid by Indian/Chinese parents. The real question is, …
Missing key facts here. India has the highest violations but also the highest representation amongst students. Because the fees these institutions are asking for can only be paid by Indian/Chinese parents. The real question is, is the proportion of the people who is dishonest is same in all international students regardless of their country or not? These people spends tonnes of money not for the non value diploma Canada offers but the chance of permanently staying in Canada and will be dishonest to make that happen.
Identity Attack0.17536941
Insult0.0838533
Profanity0.019758832
Threat0.007819066
Severe Toxicity0.004196167
Low Tox 0.19986437 Moderate Con 0.494 Policy_Critique
Sep 30, 2025 1 likes IRCC Names India in Study …
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 …
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 …
The maximum students missing from training institutions are from India, followed by China and the Philippines. No show up students are the fraudulent students entering Canada for either seeking jobs/asylum status or for entering the …
The maximum students missing from training institutions are from India, followed by China and the Philippines. No show up students are the fraudulent students entering Canada for either seeking jobs/asylum status or for entering the USA or other neighbouring countries.
Identity Attack0.17070955
Insult0.07491849
Profanity0.0137468055
Threat0.0065115434
Severe Toxicity0.003528595
Low Tox 0.19314334 Moderate Con 0.313
Oct 1, 2025 IRCC Names India in Study …
This is why other international students suffer — because of those who went missing and are staying illegally. Shame on them. Some of them show up during the exam only.
This is why other international students suffer — because of those who went missing and are staying illegally. Shame on them. Some of them show up during the exam only.
Identity Attack0.034558404
Insult0.071750276
Profanity0.021330157
Threat0.010343489
Severe Toxicity0.0032424927
Low Tox 0.17458448 Constructive 0.517 Moral_Argument
Oct 5, 2025 IRCC Names India in Study …
So ironic because I remember the days when my fellow Canadians were mad at the influx of well behaved, tax paying, money spending Chinese immigrants around 10-15 yrs ago. Sure they bought up a lot …
So ironic because I remember the days when my fellow Canadians were mad at the influx of well behaved, tax paying, money spending Chinese immigrants around 10-15 yrs ago. Sure they bought up a lot of real estate and contributed to the raising property values, but many of the Canadians benefited from that selling their property for amounts they never even imagined and they created a small economic boom in the GTHA. I'll bet many of us miss them dearly now we know what true bad immigration looks like 😢
Identity Attack0.11280017
Insult0.07365121
Profanity0.018392462
Threat0.0071588317
Severe Toxicity0.004196167
Low Tox 0.16851899 Constructive 0.808
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I noticed Indian Hindus blend but others stay in a community they know and miss out on opportunities.
I noticed Indian Hindus blend but others stay in a community they know and miss out on opportunities.
Identity Attack0.18705739
Insult0.04852104
Profanity0.024814399
Threat0.0076637166
Severe Toxicity0.0043678284
Low Tox 0.16158698 Constructive 0.571
Sep 29, 2025 1 likes Why Canadians Are Turning Against …
Crazy seeing this guy go to Brampton lol. I haven't been back in a long time and I miss it. It's a great place regardless of who lives there. Obviously it has become a haven …
Crazy seeing this guy go to Brampton lol. I haven't been back in a long time and I miss it. It's a great place regardless of who lives there. Obviously it has become a haven for immigration which has lowered things quite a bit. But it's still nice. Just don't ask about the insurance rates. I don't miss that.
Identity Attack0.022791367
Insult0.071433455
Profanity0.04065997
Threat0.006589218
Severe Toxicity0.0028419495
Low Tox 0.15435068 Constructive 0.731 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or texting nobody uses manners is very rare. I gotta thank you just for opening the door. We miss the true values of being happy technologies ruining us all this other stuff going on especially in mass migrations oh my God, you try to be nice. Sometimes you can’t hold it inside. We don’t feel like this ever but now we’re getting overrun by immigrants and the US president’s crazy trying to do tariffs well tell you Canadians are fed up now you just made us mad and you wonder why World War I in World War II were so effective with the Canadiens now you’re gonna find out how we fight back we’re gonna double tactics this time
Identity Attack0.053854458
Insult0.06407392
Profanity0.08355101
Threat0.009281937
Severe Toxicity0.006752014
Low Tox 0.15435068 Constructive 0.71 Fear_Threat
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
It's this whole country man, immigration is out of control. Nothing like the Canada I grew up in. I miss it!!
It's this whole country man, immigration is out of control. Nothing like the Canada I grew up in. I miss it!!
Identity Attack0.10221587
Insult0.045593183
Profanity0.013302735
Threat0.006757513
Severe Toxicity0.0032234192
Low Tox 0.1537979 Moderate Con 0.487
Jan 27, 2026 Inside Canada's Indian Invasion...
I worked with a Punjabi guy and he was missing a thumb 😂
I worked with a Punjabi guy and he was missing a thumb 😂
Identity Attack0.099072486
Insult0.03665562
Profanity0.05393682
Threat0.010550622
Severe Toxicity0.005264282
Low Tox 0.14082454 Constructive 0.514 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Sad thing about this video is that it solely puts all the blame on the immigrants and misses the big picture. Who let them in , for what purpose? Why not start with the liberal …
Sad thing about this video is that it solely puts all the blame on the immigrants and misses the big picture. Who let them in , for what purpose? Why not start with the liberal cabal of this nation? Why does Canada have a failed immigration system?
Identity Attack0.10221587
Insult0.035443626
Profanity0.012312118
Threat0.006602164
Severe Toxicity0.002231598
Low Tox 0.13214645 Moderate Con 0.378 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
You missed to cover another branch in this story. There is this whole Khalistan-Indians thing that is going on.
You missed to cover another branch in this story. There is this whole Khalistan-Indians thing that is going on.
Identity Attack0.11744241
Insult0.031036375
Profanity0.017504321
Threat0.00933372
Severe Toxicity0.0035858154
Low Tox 0.123468354 Moderate Con 0.359 Unverified_Claim
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
If you double Canada's population with Indians Canadians will be a minority. While in India nobody would even notice someone is missing. Did I write "if"? I meant "when".
If you double Canada's population with Indians Canadians will be a minority. While in India nobody would even notice someone is missing. Did I write "if"? I meant "when".
Identity Attack0.11280017
Insult0.029934563
Profanity0.013576009
Threat0.007081157
Severe Toxicity0.002822876
Low Tox 0.121732734 Moderate Con 0.39 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
bro how did i miss this i lowkey want to meet u one day
bro how did i miss this i lowkey want to meet u one day
Identity Attack0.009545447
Insult0.025542418
Profanity0.08096472
Threat0.018364733
Severe Toxicity0.005836487
Low Tox 0.112333365 Moderate Con 0.426 Meta_Commentary
Jan 27, 2026 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.