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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Keep voting for the same …" 73 comments · Page 3 of 3
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...
So....nothing that actually puts real dollars in canadians pockets. Surprise Surprise. Keep voting liberal!
So....nothing that actually puts real dollars in canadians pockets. Surprise Surprise. Keep voting liberal!
Identity Attack0.026207991
Insult0.032138187
Profanity0.012107162
Threat0.0062849927
Severe Toxicity0.0015544891
Low Tox 0.08637348 Low Con 0.164 Economic_Argument
Jan 15, 2026 Canada’s new rules in 2026
Why u guys keeping voting in liberals???
Why u guys keeping voting in liberals???
Identity Attack0.029402243
Insult0.023093075
Profanity0.01535229
Threat0.007249452
Severe Toxicity0.0020980835
Low Tox 0.081625134 Low Con 0.268 Question
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Just keep voting LIBERAL nothing will change with them in power.
Just keep voting LIBERAL nothing will change with them in power.
Identity Attack0.025404079
Insult0.026315894
Profanity0.013029462
Threat0.008815889
Severe Toxicity0.0018787384
Low Tox 0.08083374 Low Con 0.166
Aug 25, 2025 Why Canadians Are Turning Against …
People voted to keep liberals, so deal with it !😊
People voted to keep liberals, so deal with it !😊
Identity Attack0.0233943
Insult0.026831545
Profanity0.013712646
Threat0.008582866
Severe Toxicity0.0020599365
Low Tox 0.07687678 Low Con 0.229 Identity_Assertion
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working hard, you cannot get ahead in this country. So you end up going into a debt that you can't pay off and the problems increase. Taxes go up value of the dollar keeps going down, so in the end its a no win situation for most of the general population and its the same when you retire, you get an income that's not enough even to pay for rent in the city you were brought up in. This is a very serious problem and gov. does not seem to do anything about it, food banks are overwhelmed along with medical staff, food prices and rents have gone out of sight as far as prices are concerned. We have a national debt that never gets paid and a gov. that spends more money than it takes in in taxes. And a dollar thats going to H in a handbasket. Too much crime, too much violence, too many traffic jams and too much drug use. I have written to this liberal gov. and told them how to fix these problems but they don't listen, their agenda is with the WEF, you will have nothing and you will be happy, right, no. Canada is now a bankrupt country and going to a third world status, I guess you get what you vote for and I did not vote for this gov. to ruin the country. Hey note that this is just the start, its going to get a whole lot worse down the road as we all suffer another great depression, then things really get bad.
Identity Attack0.008176526
Insult0.029163294
Profanity0.017982552
Threat0.0068869707
Severe Toxicity0.0017166138
Low Tox 0.0665887 Constructive 0.691 Economic_Argument
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
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 …
Keep voting Labour and Canada will end up like London! 😊😂
Keep voting Labour and Canada will end up like London! 😊😂
Identity Attack0.021585498
Insult0.0198058
Profanity0.012551232
Threat0.008841781
Severe Toxicity0.0020980835
Low Tox 0.056263726 Low Con 0.271 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
No one is going to do anything and people will keep voting for the liberal/NDP party. If they do something it will hurt someone's feeling.
No one is going to do anything and people will keep voting for the liberal/NDP party. If they do something it will hurt someone's feeling.
Identity Attack0.00828752
Insult0.018967867
Profanity0.012517073
Threat0.010731863
Severe Toxicity0.0014209747
Low Tox 0.050326355 Moderate Con 0.318 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I don't even know if there is an office or representative in Ontario right now! I wish! Their policies (on paper) seem great, and geared more towards a 'Canada first'/'Canadians First' approach. They touch on a lot of topics and there seem to be a lot of things they want to change! But a government is still a government, they will be motivated by money regardless of any good intentions they may have. So if and when things change, WE NEED TO HOLD THEM ACCOUNTABLE! We as the citizens have the power to change things for the better! It's just unfortunate that I see so many people getting pushed down or ignored or hated because they are speaking their mind. Remember, Canada dosen't have laws like the US, our freedoms aren't as protected nor do we have the same freedoms they do (like owning and protecting your own property, or self defense!) We as people need to start being honest and expressing things instead of being terrified of the backlash (of which there will be in these times). The only way we can make progress is by deciding to get out of our comfort zones and standing for what is right! For the freedoms and protections we deserve! To make a future worth living for us and our children! It will not be easy, but when is change ever easy? I hope that one day I won't be terrified of the thought of bringing a life into this world and country. I hope I can be stable enough to be able to give my future children a decent life. But right now? I would never want to have children, things are too unstable and I don't want to bring a child into this country and force them to live a terrible life they never asked for! I desperately want to be able to keep hoping for a better future, a better country, and people who can enjoy their lives instead of constantly worrying and stressing about everything. I hope some can consider looking into the Libertarian party as well! They may be small right now, but they seem to be wanting to right the wrongs that have occured.
Identity Attack0.011247349
Insult0.022448512
Profanity0.015932998
Threat0.00704232
Severe Toxicity0.0015640259
Low Tox 0.045378547 Constructive 0.875 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Economic growth has to keep up with immigration. Even a lot of AOC voters from the Bronx voted Trump in the last election after texas decided to send tens of thousands of migrants to NYC. …
Economic growth has to keep up with immigration. Even a lot of AOC voters from the Bronx voted Trump in the last election after texas decided to send tens of thousands of migrants to NYC. Everybody was complaining about the spike in crime
Identity Attack0.022791367
Insult0.015036922
Profanity0.010587076
Threat0.0066086366
Severe Toxicity0.001001358
Low Tox 0.045378547 Constructive 0.702
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Keep voting Liberal, eh!
Keep voting Liberal, eh!
Identity Attack0.013345404
Insult0.018516673
Profanity0.012107162
Threat0.0068028234
Severe Toxicity0.001449585
Low Tox 0.04290464 Low Con 0.279 Humor_Satire
Jan 20, 2026 5 likes Why Canada’s immigration system has …
keep voting liberal,,,,
keep voting liberal,,,,
Identity Attack0.01465176
Insult0.018516673
Profanity0.012004685
Threat0.007094103
Severe Toxicity0.0015830994
Low Tox 0.04240986 Low Con 0.233 Call_To_Action
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Why people keep voting for same party government over and over 🤔🇨🇦
Why people keep voting for same party government over and over 🤔🇨🇦
Identity Attack0.011099357
Insult0.017743196
Profanity0.013029462
Threat0.006375613
Severe Toxicity0.0012588501
Low Tox 0.04216247 Low Con 0.274 Question
Aug 25, 2025 Why Canadians Are Turning Against …
They Keep voting Liberal
They Keep voting Liberal
Identity Attack0.017364962
Insult0.015568925
Profanity0.014464149
Threat0.0071588317
Severe Toxicity0.0015830994
Low Tox 0.039935954 Low Con 0.232
Nov 22, 2025 Quebec Ends Economic Immigration Program …
keep voting carney or whoever comes up as the new liberal leader y'all
keep voting carney or whoever comes up as the new liberal leader y'all
Identity Attack0.0047172266
Insult0.018967867
Profanity0.012995303
Threat0.007741391
Severe Toxicity0.0012207031
Low Tox 0.03969839 Low Con 0.177
Jan 13, 2026 Canada’s new rules in 2026
Keep paying your taxes so the liberal government can keep their voting base up
Keep paying your taxes so the liberal government can keep their voting base up
Identity Attack0.008250522
Insult0.017163089
Profanity0.011543535
Threat0.006763986
Severe Toxicity0.0011253357
Low Tox 0.034984488 Low Con 0.217
Nov 14, 2019 How much do refugees and …
Keep voting liberal and you'll keep getting the same results.
Keep voting liberal and you'll keep getting the same results.
Identity Attack0.012061302
Insult0.014504919
Profanity0.010945748
Threat0.007068211
Severe Toxicity0.0012207031
Low Tox 0.034277402 Low Con 0.195 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Identity Attack0.014712535
Insult0.008164782
Profanity0.00007872977
Threat0.0002559232
Severe Toxicity0.0000045725806
Low Tox 0.034101393 Fear_Threat
May 6, 2025 1 likes
That's right Ontario keep voting liberals .Good job. R u happy ?
That's right Ontario keep voting liberals .Good job. R u happy ?
Identity Attack0.00984143
Insult0.016784932
Profanity0.01041628
Threat0.006246155
Severe Toxicity0.0009918213
Low Tox 0.031331215 Moderate Con 0.401 Policy_Critique
Oct 5, 2025 Why Canadians Are Turning Against …
And they keep voting liberal.
And they keep voting liberal.
Identity Attack0.010951365
Insult0.013820915
Profanity0.0108774295
Threat0.0064468146
Severe Toxicity0.0010871887
Low Tox 0.029445656 Low Con 0.175 Identity_Assertion
Feb 27, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
As long as you keep voting liberal, this is the kind of minister the liberal party will keep in important positions ?
As long as you keep voting liberal, this is the kind of minister the liberal party will keep in important positions ?
Identity Attack0.0058826595
Insult0.010742896
Profanity0.010535837
Threat0.0064532873
Severe Toxicity0.0007009506
Low Tox 0.0201057 Low Con 0.255 Call_To_Action
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
If it wasn't for Canada's mass immigration policies, this wouldn't be happening. Keep voting Liberal folks.
If it wasn't for Canada's mass immigration policies, this wouldn't be happening. Keep voting Liberal folks.
Identity Attack0.00012788984
Insult0.00055390707
Profanity0.000022947544
Threat0.000038431543
Severe Toxicity0.0000015666453
Low Tox 0.0014871449 Policy_Critique
Dec 8, 2025 3 likes

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.