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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: "We don’t have a government …" 1,794 comments · Page 65 of 72
Are there no Men working for the government anymore?
Are there no Men working for the government anymore?
Identity Attack0.017364962
Insult0.013744914
Profanity0.011441057
Threat0.0064597605
Severe Toxicity0.001115799
Low Tox 0.03639866 Low Con 0.227
Oct 1, 2025 IRCC Names India in Study …
It's Liberal government big surprise.
It's Liberal government big surprise.
Identity Attack0.008768492
Insult0.017872108
Profanity0.014600786
Threat0.006757513
Severe Toxicity0.0012207031
Low Tox 0.03639866 Low Con 0.101 Identity_Assertion
Jan 20, 2026 Why Canada’s immigration system has …
This is happened because the liberal government allowed this to happen.
This is happened because the liberal government allowed this to happen.
Identity Attack0.010951365
Insult0.0140109155
Profanity0.01354185
Threat0.007301235
Severe Toxicity0.0014019012
Low Tox 0.03639866 Low Con 0.212
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
ho hum - why does private commercial media get an immigration lawyer to explain the outcome of government policy?
ho hum - why does private commercial media get an immigration lawyer to explain the outcome of government policy?
Identity Attack0.013948337
Insult0.013630914
Profanity0.012141321
Threat0.00636914
Severe Toxicity0.0011110306
Low Tox 0.036162965 Low Con 0.184
Dec 24, 2025 1 likes Deportations From Canada at Their …
Simple, vote in the liberal government. The assurance that they were always put others first before any Canadian citizens.
Simple, vote in the liberal government. The assurance that they were always put others first before any Canadian citizens.
Identity Attack0.016159095
Insult0.016100928
Profanity0.009716015
Threat0.0062914654
Severe Toxicity0.00096797943
Low Tox 0.036162965 Moderate Con 0.382
Jun 18, 2025 10 likes How Canada broke its immigration …
It’s about time and I have nothing to say about bad about immigration as thats how Canada was built and I’ve come to realize that Canadian Citizens are paying the government for rent to live …
It’s about time and I have nothing to say about bad about immigration as thats how Canada was built and I’ve come to realize that Canadian Citizens are paying the government for rent to live in Canada to a particular group of people who weren’t the First people of Canada especially if the Government allows the information out !! Also 340 million is cheaper than keeping them here
Identity Attack0.01666154
Insult0.014276917
Profanity0.00997221
Threat0.0063432488
Severe Toxicity0.0011396408
Low Tox 0.036162965 Constructive 0.609
Dec 31, 2025 1 likes Deportations From Canada at Their …
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 …
Dude saying he’s not a number. He’s a literally a number to the ministry. Everyone is a number. No one owes anyone anything. The majority of Canadians are asking for a cut to immigration. I …
Dude saying he’s not a number. He’s a literally a number to the ministry. Everyone is a number. No one owes anyone anything. The majority of Canadians are asking for a cut to immigration. I for one celebrate that governments are doing what the majority wants instead of catering to the few. If it didn’t work out, that’s too bad.
Identity Attack0.0076585566
Insult0.017872108
Profanity0.011355659
Threat0.0062979385
Severe Toxicity0.0008249283
Low Tox 0.034984488 Constructive 0.661 Policy_Critique
Nov 20, 2025 82 likes Quebec Ends Economic Immigration Program …
The government just bring them here to pay tax
The government just bring them here to pay tax
Identity Attack0.010063417
Insult0.013820915
Profanity0.012414595
Threat0.0069646453
Severe Toxicity0.001168251
Low Tox 0.034748793 Low Con 0.186
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
Will you PLEASE get this video to your leadership, they need to save Canada because our government sure ain't going to do it!
Will you PLEASE get this video to your leadership, they need to save Canada because our government sure ain't going to do it!
Identity Attack0.005771666
Insult0.014504919
Profanity0.012277958
Threat0.0077284453
Severe Toxicity0.0012779236
Low Tox 0.034748793 Moderate Con 0.393 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
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
Two words: Country Caps. Preserve Canadian culture, my family assimilated to Canada when they came generations ago. Now the government is wholesale importing another country's culture and wondering why there are problems.
Two words: Country Caps. Preserve Canadian culture, my family assimilated to Canada when they came generations ago. Now the government is wholesale importing another country's culture and wondering why there are problems.
Identity Attack0.014953227
Insult0.014884921
Profanity0.009536679
Threat0.0059807673
Severe Toxicity0.0009202957
Low Tox 0.034041706 Constructive 0.542
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Canadians are not divided over that if anything they think the Government is not reducing immigration enough
Canadians are not divided over that if anything they think the Government is not reducing immigration enough
Identity Attack0.019475231
Insult0.012756908
Profanity0.010296722
Threat0.0067963502
Severe Toxicity0.0011301041
Low Tox 0.034041706 Moderate Con 0.332 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is driven largely by political motives, as new migrants often support the Liberal Party due to the benefits they receive upon arrival. Both the Liberal government in Canada and the Democrats in the United States appear to be aware of this trend. Regardless of political affiliation—whether Liberal, Conservative, Green, or any other party—if my party were to adopt such a policy, I would oppose it. Canadians really need to wake up. We need responsible citizenship that upholds and strengthens our Canadian culture and values.
Identity Attack0.013948337
Insult0.016784932
Profanity0.011201942
Threat0.00636914
Severe Toxicity0.0010156631
Low Tox 0.034041706 Constructive 0.856 Identity_Assertion
Feb 17, 2026 21 likes LILLEY UNLEASHED: The fall of …
🤡🦉Government
🤡🦉Government
Identity Attack0.007029593
Insult0.015568925
Profanity0.038906425
Threat0.00756015
Severe Toxicity0.0026893616
Low Tox 0.034041706 Low Con 0.131 Humor_Satire
Oct 9, 2025 IRCC Names India in Study …
pretty sure it's not happening right under the governments nose, it's not like they allow this stuff to happen, that's why we have border patrol
pretty sure it's not happening right under the governments nose, it's not like they allow this stuff to happen, that's why we have border patrol
Identity Attack0.004402745
Insult0.014732921
Profanity0.014122557
Threat0.00756015
Severe Toxicity0.001077652
Low Tox 0.033806015 Low Con 0.267 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of …
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of living, under paying jobs, and astronomical Post secondary prices to get basic diplomas I know for a fact that 90's babies will be the last generation to have more then one child. Another issue is the recruitment centers in India, funded by Canadian corporations looking for cheap labor, promising the world to struggling Indians only to back out of every promise they made, and put the burden on the government and Canadians. This plus a lack of population control in India, is set that to have Indians to be over 25% of the global population in the next 50 years.
Identity Attack0.012061302
Insult0.016784932
Profanity0.0128245065
Threat0.0067186756
Severe Toxicity0.0013065338
Low Tox 0.03357032 Constructive 0.641 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
If you have a problem with immigration then you need to talk to your government and city council about it. These people are coming legally per your country’s rule, so no point blaming them to …
If you have a problem with immigration then you need to talk to your government and city council about it. These people are coming legally per your country’s rule, so no point blaming them to be there. You should have a problem with your government to stop this not the people.
Identity Attack0.017063495
Insult0.012414906
Profanity0.0103821205
Threat0.0066345283
Severe Toxicity0.00086307526
Low Tox 0.033334624 Constructive 0.59 Moral_Argument
Feb 9, 2026 3 likes Inside Canada's Indian Invasion...
They collect government money plus baby bonus plus they get bonus plus less plus but food food
They collect government money plus baby bonus plus they get bonus plus less plus but food food
Identity Attack0.004328749
Insult0.016784932
Profanity0.013131939
Threat0.005835127
Severe Toxicity0.0010728836
Low Tox 0.033334624 Moderate Con 0.322
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Why don’t Canadians march towards Parliament with the idea of making their voices heard? Why don’t they organize strikes, gather together, and walk blocking the streets with their signs to make their voices heard, directed …
Why don’t Canadians march towards Parliament with the idea of making their voices heard? Why don’t they organize strikes, gather together, and walk blocking the streets with their signs to make their voices heard, directed at the Liberal government?
Identity Attack0.014752249
Insult0.01313691
Profanity0.010040528
Threat0.009100696
Severe Toxicity0.0012874603
Low Tox 0.032863233 Moderate Con 0.403
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
How Canada broke its immigration system: They elected a Liberal government in 2015.
How Canada broke its immigration system: They elected a Liberal government in 2015.
Identity Attack0.012340514
Insult0.014504919
Profanity0.010501678
Threat0.006433869
Severe Toxicity0.00091552734
Low Tox 0.032863233 Low Con 0.196
Jun 28, 2025 1 likes How Canada broke its immigration …
She is lighting it up, i would like to thank her for her pressing this issue. This liberal government is writing cheques that regular people have to cash
She is lighting it up, i would like to thank her for her pressing this issue. This liberal government is writing cheques that regular people have to cash
Identity Attack0.006474625
Insult0.01617693
Profanity0.014566627
Threat0.006874025
Severe Toxicity0.0009727478
Low Tox 0.032627538 Constructive 0.549
Sep 29, 2025 IRCC Names India in Study …
I see this is more of a Canadian government immigrations policies are responsible for the situation Brampton is in. I lived there for 10 yrs but moved on for past 5 yrs now. Unchecked rampant …
I see this is more of a Canadian government immigrations policies are responsible for the situation Brampton is in. I lived there for 10 yrs but moved on for past 5 yrs now. Unchecked rampant liberal immigration has led to this. We should not single out one particular community though, it will not help the current situation anyway.
Identity Attack0.017967897
Insult0.013934915
Profanity0.009536679
Threat0.0062008454
Severe Toxicity0.0009727478
Low Tox 0.032391842 Constructive 0.793
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Finally, the government is trying to correct the underlying issue related to foreign students and the colleges involvement. All the colleges recruiting international students should adhere to strict rules and regulations . They should not …
Finally, the government is trying to correct the underlying issue related to foreign students and the colleges involvement. All the colleges recruiting international students should adhere to strict rules and regulations . They should not ignore students' bad behaviors and false credentials in order to obtain a student permit in Canada. Also, Canada Immigration also needs to scrutinize both students and colleagues
Identity Attack0.012061302
Insult0.01648093
Profanity0.009681856
Threat0.006246155
Severe Toxicity0.0008249283
Low Tox 0.032156147 Constructive 0.53
Sep 29, 2025 IRCC Names India in Study …
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)

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.