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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: "Good for you Canada" 317 comments · Page 12 of 13
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
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, proof that I had paid the college (at least 1st year), English, a Bachelor degree (education), a clear criminal history, and what attach me to my country. I had to study hard, and only after graduation I could have 3y work permit. By working in Canada I could get more point to become a permanent resident. After 2y having my PR, I could get the citizenship, but I had to prove I pay taxes, clear criminal history, and other things that show I would be a good citizen. So, I worked (and still work) hard, I am currently in two jobs and at school taking my masters, I respect the laws, I respect the culture (I never tried to impose mine), and I pay over CAD$10.000 in taxes per year on my income. That said, I feel as a slap on my face when fraudulent and dishonest people are able to be here cheating the system in any way. Some people may say I am an immigrant against immigration. NO, I am in favor of people taking the right path to immigrate, and make real contributions for this country, not coming to be scammers and criminals.
Identity Attack0.0076955543
Insult0.017227544
Profanity0.015079016
Threat0.006492125
Severe Toxicity0.0011730194
Low Tox 0.03192045 Constructive 0.774
Oct 10, 2025 IRCC Names India in Study …
They are hiding, not missing... Good luck in finding them. Bring ICE Agents to Canada..
They are hiding, not missing... Good luck in finding them. Bring ICE Agents to Canada..
Identity Attack0.0042177555
Insult0.014504919
Profanity0.009545219
Threat0.008440462
Severe Toxicity0.0010919571
Low Tox 0.028502874 Moderate Con 0.395
Oct 2, 2025 IRCC Names India in Study …
Canada is waking up now, good!
Canada is waking up now, good!
Identity Attack0.008694496
Insult0.013212911
Profanity0.012175481
Threat0.007909686
Severe Toxicity0.0013923645
Low Tox 0.02826718 Moderate Con 0.335
Oct 1, 2025 IRCC Names India in Study …
Finally a good move. About time the rest of Canada follows for the sake of all Canadians.
Finally a good move. About time the rest of Canada follows for the sake of all Canadians.
Identity Attack0.014048826
Insult0.011312899
Profanity0.009784333
Threat0.008103873
Severe Toxicity0.0011062622
Low Tox 0.02779579 Moderate Con 0.409 Policy_Critique
Nov 24, 2025 Quebec Ends Economic Immigration Program …
They have security at Tim's in Brampton?!?! I've lived in Canada 32 years n I've never seen security guards at a Tim Horton's. I don't think this is a good sign.
They have security at Tim's in Brampton?!?! I've lived in Canada 32 years n I've never seen security guards at a Tim Horton's. I don't think this is a good sign.
Identity Attack0.00569767
Insult0.014504919
Profanity0.010347961
Threat0.0062332097
Severe Toxicity0.00081062317
Low Tox 0.027206551 Constructive 0.656 Fear_Threat
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
That’s good, but how much people are selling in Canada that don’t belong in Canada that’s the real question
That’s good, but how much people are selling in Canada that don’t belong in Canada that’s the real question
Identity Attack0.01656105
Insult0.0113509
Profanity0.0108774295
Threat0.0060196044
Severe Toxicity0.00086307526
Low Tox 0.027088705 Moderate Con 0.316
Dec 29, 2025 Deportations From Canada at Their …
My english isn't good enough to understand clearly what she said about the 50 000 dollars. Can someone explain to me please? Did she say refugees get 50 000 Dollars as a gift to settle …
My english isn't good enough to understand clearly what she said about the 50 000 dollars. Can someone explain to me please? Did she say refugees get 50 000 Dollars as a gift to settle in Canada? Or I understood it wrong?
Identity Attack0.010951365
Insult0.011882903
Profanity0.00993805
Threat0.005964585
Severe Toxicity0.0006532669
Low Tox 0.026028076 Constructive 0.52
Nov 2, 2018 1 likes How much do refugees and …
Good for Quebec. Now lets get the rest of Canada on board.
Good for Quebec. Now lets get the rest of Canada on board.
Identity Attack0.010581387
Insult0.010286893
Profanity0.010040528
Threat0.008505191
Severe Toxicity0.0011968613
Low Tox 0.02543884 Moderate Con 0.348
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Good, just make sure the ones which are of value for Canada stay.
Good, just make sure the ones which are of value for Canada stay.
Identity Attack0.010803374
Insult0.012262905
Profanity0.010091767
Threat0.0070034824
Severe Toxicity0.001039505
Low Tox 0.025085296 Low Con 0.282 Policy_Critique
Jan 20, 2026 2.9 million Canadian temporary visas …
Of all the bad reviews Brampton get, that's the most cost effective place to live in canada and has good range of jobs as well.
Of all the bad reviews Brampton get, that's the most cost effective place to live in canada and has good range of jobs as well.
Identity Attack0.0049577127
Insult0.014884921
Profanity0.010228404
Threat0.0058157085
Severe Toxicity0.0006532669
Low Tox 0.024731753 Constructive 0.626 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Canadian here, I love Indians, hard working people, respectful with a low crime rate, good food, good music, I love my Indian neighbours here in Canada, very peaceful and trustworthy and very educated.
Canadian here, I love Indians, hard working people, respectful with a low crime rate, good food, good music, I love my Indian neighbours here in Canada, very peaceful and trustworthy and very educated.
Identity Attack0.015757138
Insult0.010248893
Profanity0.015318131
Threat0.007948523
Severe Toxicity0.0017547607
Low Tox 0.02449606 Constructive 0.665 Solidarity
Feb 24, 2026 Inside Canada's Indian Invasion...
I am a new permanent resident in Canada. This video is very true regarding our integration. You are absolutely right. Newcomers must integrate, as it is the beginning of a new life in a new …
I am a new permanent resident in Canada. This video is very true regarding our integration. You are absolutely right. Newcomers must integrate, as it is the beginning of a new life in a new environment. What I do not fully agree with is when you complain about the social benefits given by the government to newcomers. It is not free money; we will pay it back later in taxes. We cannot build life projects depending on these benefits. Ask each newcomer if they are satisfied with these benefits rather than a good job. We want to contribute to the economy of this beautiful country. For example, I came to Canada with specific goals, including starting an IT company, which was difficult to achieve at home due to lack of opportunities. So, don't blame immigrants too much; in my opinion, responsibilities should be shared among all of us, including the government.
Identity Attack0.006696612
Insult0.013896915
Profanity0.011816809
Threat0.0062526283
Severe Toxicity0.0008869171
Low Tox 0.024260364 Constructive 0.915 Personal_Narrative
Sep 5, 2025 1 likes Why Canadians Are Turning Against …
I mean also traffic lights are different in india than in canada, fluffy gave a good introduction to it, its more of an suggestion.
I mean also traffic lights are different in india than in canada, fluffy gave a good introduction to it, its more of an suggestion.
Identity Attack0.010507392
Insult0.012072904
Profanity0.012277958
Threat0.0061231707
Severe Toxicity0.00084400177
Low Tox 0.023553278 Moderate Con 0.401 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
RIP canada you had a good run
RIP canada you had a good run
Identity Attack0.0070665907
Insult0.010818896
Profanity0.012517073
Threat0.008789998
Severe Toxicity0.0014019012
Low Tox 0.023317585 Moderate Con 0.37 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am a new comer and I want to prepare for citizenship test. Should I watch this video several times or study discover Canada book? My English is also not good, would it be possible …
I am a new comer and I want to prepare for citizenship test. Should I watch this video several times or study discover Canada book? My English is also not good, would it be possible to only watch this video and pass test? Thank you
Identity Attack0.00847251
Insult0.010096892
Profanity0.01128734
Threat0.0067898775
Severe Toxicity0.0009775162
Low Tox 0.023199737 Constructive 0.528
Apr 20, 2025 4 likes Canadian Citizenship Test 2025 – …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for both part & full time. I apply for at least 10-20 a day. I’m not getting calls for interviews. I’ve even applied twice to one job because I was not chosen but 2 weeks later the same position was back. I’m fortunate enough to not have to work. I have a husband that makes a very good salary that pays for all of the bills , groceries & vacations. Up until Covid collapsed my 2 franchises & I was sinking more money in than making it I had to sell one for 1/3 of what I paid for it & give the other away. I started a small business at home doing lash extensions. I have my regular clients. But if I want to save my own money it’s not sustainable or steady. I want to work because I enjoy leaving my home not to just go grocery shopping or visit family. That’s even if they are home from work. I like having a purpose. I’m skilled in accounting, cleaning, sales, marketing, customer service you name it. Many might say that I’m very lucky. I am very blessed but it’s also very lonely. Plus I have always worked & had independence. I hate asking my husband to send me money so I can pay my cell, credit card bills. I don’t even go shopping without him for new clothes because I rely on him to pay for those too. Hypothetically we broke up tomorrow I’d be screwed. I worry about if he dies. There’s life insurance but we still have a mortgage to pay & monthly bills. Plus of course I’d make sure his kids got some too. Not to mention I’ve had mental health struggles with social anxiety & agoraphobia years ago. The more I stay home the more I get anxious about going out. Days can get boring & then I find myself napping all afternoon. I need a job. I just want my own money. I don’t want to go to my husband every 3 months & ask him to send me 2000.00 to clear up my overdraft for one business day. I don’t even want to have to use it. Sorry for the rant but I feel that even when filing out applications many times I’m asked if I’m racialized. In other words is my skin brown.
Identity Attack0.005771666
Insult0.012946909
Profanity0.013576009
Threat0.006382086
Severe Toxicity0.0010490417
Low Tox 0.021549871 Constructive 0.835 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
Canada had their chance last election to vote republican but were so focused on Trump that they chose to elect again more Liberals. Good job canada
Canada had their chance last election to vote republican but were so focused on Trump that they chose to elect again more Liberals. Good job canada
Identity Attack0.0068446035
Insult0.012300906
Profanity0.009519599
Threat0.0063626673
Severe Toxicity0.00074863434
Low Tox 0.02072494 Moderate Con 0.344
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
What about students who used to come with real studying intentions? What about real good schools, with solid programs? Canada has lost its reputation completely as a destination for international students. It is the last …
What about students who used to come with real studying intentions? What about real good schools, with solid programs? Canada has lost its reputation completely as a destination for international students. It is the last among developed countries, and now domestic programs are closing down because of not enough financing. Domestic tuition fees rise.
Identity Attack0.005956655
Insult0.010210892
Profanity0.0093915025
Threat0.005906329
Severe Toxicity0.00064373016
Low Tox 0.017215505 Moderate Con 0.403 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
American here. Good luck Canada
American here. Good luck Canada
Identity Attack0.009027477
Insult0.008234881
Profanity0.011167783
Threat0.0070552654
Severe Toxicity0.0011396408
Low Tox 0.017089844 Moderate Con 0.468 Solidarity
Feb 19, 2026 Canadian immigration officers investigating hundreds …
I don't hink they are doing their job properly. And this will be a good chance to examine what is really happening, what are they doing. Canada needs to get fixed in terms of this …
I don't hink they are doing their job properly. And this will be a good chance to examine what is really happening, what are they doing. Canada needs to get fixed in terms of this situation.
Identity Attack0.0044767405
Insult0.009868891
Profanity0.009408582
Threat0.006712203
Severe Toxicity0.00067710876
Low Tox 0.016964182 Constructive 0.512
Oct 12, 2025 IRCC Names India in Study …
Is this population boom good for Canada?
Is this population boom good for Canada?
Identity Attack0.005438685
Insult0.008310881
Profanity0.00995513
Threat0.006641001
Severe Toxicity0.000872612
Low Tox 0.015581916 Low Con 0.219 Question
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
18K?????? should be in the millions, good luck, Canada
18K?????? should be in the millions, good luck, Canada
Identity Attack0.0046987277
Insult0.0081208795
Profanity0.010143006
Threat0.006925808
Severe Toxicity0.000834465
Low Tox 0.015079274 Low Con 0.228 Call_To_Action
Dec 27, 2025 Deportations From Canada at Their …
Would be good if Canada had ICE
Would be good if Canada had ICE
Identity Attack0.0042547537
Insult0.00817788
Profanity0.010826191
Threat0.007586042
Severe Toxicity0.0012493134
Low Tox 0.014890783 Low Con 0.23 Policy_Critique
Feb 18, 2026 1 likes Canada's tighter immigration policy divides …

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.