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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: "You should have gone to …" 207 comments · Page 7 of 9
The damage is done. Canada as we knew it is gone. 😢
The damage is done. Canada as we knew it is gone. 😢
Identity Attack0.04306607
Insult0.029934563
Profanity0.011902207
Threat0.011741633
Severe Toxicity0.0031089783
Low Tox 0.11036996 Moderate Con 0.375 Fear_Threat
Aug 30, 2025 3 likes Why Canadians Are Turning Against …
Canada was populated by First Nations & mostly Europeans. We were all under the umbrella of Christianity for our religions & we all got along and were happy. But those days are gone people.
Canada was populated by First Nations & mostly Europeans. We were all under the umbrella of Christianity for our religions & we all got along and were happy. But those days are gone people.
Identity Attack0.09410924
Insult0.027605021
Profanity0.012243799
Threat0.006330303
Severe Toxicity0.0020980835
Low Tox 0.1100022 Constructive 0.652 Identity_Assertion
Aug 25, 2025 22 likes Why Canadians Are Turning Against …
Gaslighting... we brought in more than a million this year...18,000 gone. too funny
Gaslighting... we brought in more than a million this year...18,000 gone. too funny
Identity Attack0.01374736
Insult0.020772645
Profanity0.015693882
Threat0.038220957
Severe Toxicity0.004825592
Low Tox 0.10956833 Low Con 0.268
Dec 24, 2025 3 likes Deportations From Canada at Their …
Without immigration Canada would fall... Canadians on their own do not have enough children to sustain the numbers to keep our economy stable. That's why the process is supposed to take awhile, have checks and …
Without immigration Canada would fall... Canadians on their own do not have enough children to sustain the numbers to keep our economy stable. That's why the process is supposed to take awhile, have checks and applications, so we are not just bringing in people, we are bringing in a sustainable number of people that will embrace being Canadian. We need to continue that. What we don't need is an influx of people who have not gone through the process, who do not understand they are being giving an opportunity to join us, and who are willing to be Canadian. No one wants to strip people of their history, but if you are leaving your country, you are doing it because you want something better, something different... the only way you get that is if you embrace where you are, not try and change it to what you left.
Identity Attack0.053854458
Insult0.03511308
Profanity0.014088398
Threat0.0079873605
Severe Toxicity0.0030517578
Low Tox 0.10739898 Constructive 0.669
Aug 26, 2025 Why Canadians Are Turning Against …
Canada is gone!
Canada is gone!
Identity Attack0.045901958
Insult0.02373764
Profanity0.01620627
Threat0.014911477
Severe Toxicity0.0037574768
Low Tox 0.10696511 Moderate Con 0.323 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Finally! Get them gone!
Finally! Get them gone!
Identity Attack0.005438685
Insult0.022384055
Profanity0.02030538
Threat0.064645745
Severe Toxicity0.0039100647
Low Tox 0.10653123 Moderate Con 0.334 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada is gone.
Canada is gone.
Identity Attack0.044870727
Insult0.022577424
Profanity0.015454767
Threat0.013269233
Severe Toxicity0.0032615662
Low Tox 0.102626406 Low Con 0.292 Fear_Threat
Sep 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Your country is not populous enough to sustain this. The West is under attack and the smaller nations are already too far gone.
Your country is not populous enough to sustain this. The West is under attack and the smaller nations are already too far gone.
Identity Attack0.035589635
Insult0.023608726
Profanity0.013678487
Threat0.011172019
Severe Toxicity0.0023078918
Low Tox 0.10175867 Low Con 0.139 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Things will never change here until the Liberal government is gone so stop voting for them .
Things will never change here until the Liberal government is gone so stop voting for them .
Identity Attack0.021987455
Insult0.029714199
Profanity0.014464149
Threat0.010110466
Severe Toxicity0.002193451
Low Tox 0.10089093 Moderate Con 0.319 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
You should have gone to a Tim Hortons in a small rural town to count the Indians working there. You’d find the same results as Brampton
You should have gone to a Tim Hortons in a small rural town to count the Indians working there. You’d find the same results as Brampton
Identity Attack0.07094744
Insult0.023221988
Profanity0.016616182
Threat0.007793174
Severe Toxicity0.002746582
Low Tox 0.09828771 Low Con 0.294 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I Might Start a Go Fundme for Myself For being Canadian LMFAO in 2026 Government Helps Them More then Born and Raised Canadians that worked there whole lives to contribute to Canadian Values but cant …
I Might Start a Go Fundme for Myself For being Canadian LMFAO in 2026 Government Helps Them More then Born and Raised Canadians that worked there whole lives to contribute to Canadian Values but cant even afford Rent,Groceries and Medication. Especially us here in Ontario! It Really needs to Change its Already so far Gone🤢
Identity Attack0.03249594
Insult0.027476108
Profanity0.021398475
Threat0.006550381
Severe Toxicity0.0028419495
Low Tox 0.0969861 Moderate Con 0.448 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I wish more people would see this video, it’s not about being racism e about to be Canadian in the first place. Integration and respect to the country. They left fora better life and want …
I wish more people would see this video, it’s not about being racism e about to be Canadian in the first place. Integration and respect to the country. They left fora better life and want to change the culture of this country to impose your on. This is not right. This has gone to far.
Identity Attack0.04951127
Insult0.026702631
Profanity0.012722028
Threat0.0065115434
Severe Toxicity0.001745224
Low Tox 0.09525062 Constructive 0.651
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
cananda is gone
cananda is gone
Identity Attack0.026810925
Insult0.022964163
Profanity0.021876704
Threat0.014393489
Severe Toxicity0.0032043457
Low Tox 0.09308127 Moderate Con 0.328 Fear_Threat
Feb 3, 2026 Inside Canada's Indian Metropolis (Brampton)
The EU just signed a free trade deal with India which gives Indian 'professionals' the right to reside and work in the EU. It all started the same way in the US, Canada and AUS. …
The EU just signed a free trade deal with India which gives Indian 'professionals' the right to reside and work in the EU. It all started the same way in the US, Canada and AUS. Europe will be gone soon as well.
Identity Attack0.058401883
Insult0.025800243
Profanity0.015523086
Threat0.0077672824
Severe Toxicity0.0021457672
Low Tox 0.09308127 Moderate Con 0.348 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
The gov't has gone against the will of the people.
The gov't has gone against the will of the people.
Identity Attack0.014149316
Insult0.028832749
Profanity0.015864678
Threat0.0073918556
Severe Toxicity0.0014305115
Low Tox 0.09033044 Low Con 0.246 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Yes this video is very informative ,every body truly speaks for me. Trudeau and is Government to be blame , Thanks to God he is gone,only sorry he didn't do so long before he did.
Yes this video is very informative ,every body truly speaks for me. Trudeau and is Government to be blame , Thanks to God he is gone,only sorry he didn't do so long before he did.
Identity Attack0.0066596144
Insult0.034341812
Profanity0.012107162
Threat0.0071070488
Severe Toxicity0.001745224
Low Tox 0.085582085 Constructive 0.628 Policy_Critique
Aug 29, 2025 Why Canadians Are Turning Against …
Who would have thought an ideological zealot with a flare for dramatics would have gone overboard?! (On everything)😖
Who would have thought an ideological zealot with a flare for dramatics would have gone overboard?! (On everything)😖
Identity Attack0.0042547537
Insult0.033019636
Profanity0.014805742
Threat0.0071070488
Severe Toxicity0.001411438
Low Tox 0.08479069 Low Con 0.231 Humor_Satire
Jun 16, 2025 39 likes How Canada broke its immigration …
This country is gone down the drain No matter what they do it's a disaster created by Liberals I know I am leaving Canada forever
This country is gone down the drain No matter what they do it's a disaster created by Liberals I know I am leaving Canada forever
Identity Attack0.0035405615
Insult0.037351396
Profanity0.0005381205
Threat0.0015649609
Severe Toxicity0.000005879382
Low Tox 0.08309852 Fear_Threat
Apr 14, 2025
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all …
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all my life story) to obtain PR and come to Canada just to realize that people without any of these come from different parts of the world especially India bypassing the system and living better life working cash jobs and doing random stuff. When i went to take driving license first time, An Indian origin guy rejected my application saying that my Indian License wasn't looking original enough , where I have seen people who couldn't even speak basic English were applying to get license to drive trucks. It is sad to see how many of our people are bringing a lot of 'Indianness' to this country and live like it is their own turf. I have met many young and middle aged individuals who call themselves students who doesn't even have a clue of what they are studying. It is unbelievable how people of certain status live their life partying and enjoying breaking all sort of rules , dropping out of college etc. when people who are here legally and many Canadians struggling to pay rent / mortgages / insurances etc. Don't even want to talk about job security , its a joke. Finally happy to see someone raising voice.
Identity Attack0.034300596
Insult0.02982438
Profanity0.02208166
Threat0.007197669
Severe Toxicity0.0025367737
Low Tox 0.08241652 Constructive 0.741
Oct 22, 2025 IRCC Names India in Study …
Let's put it another way... I was born in Canada and I had moved abroad at 30 for work and was gone for about 10 years. When I got back, it happened to be the …
Let's put it another way... I was born in Canada and I had moved abroad at 30 for work and was gone for about 10 years. When I got back, it happened to be the same year our PM was waiting at the airport for the arrival of some refugees with winter coats for them and their Medicare cards, as well as housing provided for them. I had to run around for a full month trying to get my drivers license renewed since it had expired, and had to wait a full 6 months to get a probationary Medicare card, p-r-o-b-a-t-i-o-n-a-r-y....I felt outraged. I am not saying that many don't have a valid reason to flee their country, but when they know that they will receive housing and cash, of course people will flock to Canada, even if they aren't fleeing something.
Identity Attack0.020681098
Insult0.032248367
Profanity0.018392462
Threat0.0070552654
Severe Toxicity0.0022792816
Low Tox 0.08004235 Constructive 0.839
Feb 15, 2018 19 likes How much do refugees and …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good jobs and I speak English like a native. I got my PR in 2015 and I remember the painful uphill battle I had to go through just get that. All the bureaucracy, redtape, unnecessarily rigid rules, high cost and long wait I received from CIC/IRCC felt like a humiliation to me. Every document was scrutinized and every step had obstacle that fealt unreasonable (my TOEFL examiner ask me why I had to do the language test required by CIC, and I had to visit a notary to validate my Chinese national ID card). It felt uneasy but I understood that these were the rules that everyone had to go through, and moving and integrating into a new society was never meant to be easy. I went back to Canada in 2021 and 2024, and it was evident that the country I once called home had gone down the hill. The streets were screaming crime, unemployment, inflation, drug and filth, it's total social rot. As someone who went through the whole immigration process (and many of my friends who went through the same have left Canada for good, like myself), I attribute much of this to failed immigration policy. I cannot help but feel confused, angry, betrayed and humiliated when I look at the recent immigration policies of Canada and their results, and compare with what I had to go through. The feeling sums up to: Canada penalizes the hard-working and law-abiding people, and rewards the undeserved and the cheaters. Example: when the US creates wars in the Middle East, why does CANADA bear the cost of bringing in refugees? I never regretted moving back to China and East Asia, and I feel bad for those who still truly think of Canada as home, as I am one myself. When the leadership of a country deviates from pragmatism, reason and common sense, and instead embraces idealogies, hypocrisy and political optics, this is what happens. The prices are paid by everyone, immigrant or not. For this, Trudeau deserves a court trial for his incompetence and dereliction of duty; and the people of Canada need some honest and serious retrospection. I will share some words of wisdom by the late Lee Kwan Yew: “Whoever governs Singapore (LKY was the PM and founding father of Singapore) must have that iron in him. Or give it up. This is not a game of cards, this is your life and mine. I've spent a whole lifetime building this and as long as I'm in charge, nobody is going to knock it down.” I hope the clownish weakling politicians in Canada (and, in much of the western world nowadays) can be enlightened a little bit.
Identity Attack0.01465176
Insult0.03158728
Profanity0.018187506
Threat0.0072235605
Severe Toxicity0.0019073486
Low Tox 0.07371122 Constructive 0.819
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It was better before they came and it will be better when they are gone.
It was better before they came and it will be better when they are gone.
Identity Attack0.0050687063
Insult0.018967867
Profanity0.014703264
Threat0.01750142
Severe Toxicity0.0020217896
Low Tox 0.06817148 Moderate Con 0.337 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
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 …
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...
Sydney is completely gone now too
Sydney is completely gone now too
Identity Attack0.012641981
Insult0.020256994
Profanity0.026317406
Threat0.009825659
Severe Toxicity0.0023841858
Low Tox 0.06184035 Moderate Con 0.331 Fear_Threat
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.