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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

click to expand

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: "Why did so many people …" 524 comments · Page 21 of 21
We let to many of them here in Canada to be fair they are very nice people and we Canadians respect every culture but at same time they need to do the same with Canadian …
We let to many of them here in Canada to be fair they are very nice people and we Canadians respect every culture but at same time they need to do the same with Canadian culture❤
Identity Attack0.022791367
Insult0.011920903
Profanity0.013029462
Threat0.007145886
Severe Toxicity0.0013637543
Low Tox 0.03192045 Constructive 0.651
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Sikh’s and Punjabis are good people, I know many. Respectful, hardworking, friendly, and often speak excellent English. I would gladly welcome more into my community
Sikh’s and Punjabis are good people, I know many. Respectful, hardworking, friendly, and often speak excellent English. I would gladly welcome more into my community
Identity Attack0.021786476
Insult0.010894896
Profanity0.021125201
Threat0.008841781
Severe Toxicity0.0025177002
Low Tox 0.031331215 Constructive 0.697 Solidarity
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
It’s time for Indian 🇮🇳 !!! Thank you for sharing!! Brampton is a little India-town in Canada 🇨🇦!! India has many population the first country in the world with too much people!!! Time for India …
It’s time for Indian 🇮🇳 !!! Thank you for sharing!! Brampton is a little India-town in Canada 🇨🇦!! India has many population the first country in the world with too much people!!! Time for India 🇮🇳😁😁👍🏽
Identity Attack0.021585498
Insult0.010476895
Profanity0.013849284
Threat0.008531082
Severe Toxicity0.0022602081
Low Tox 0.030859824 Constructive 0.626
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
With Ai on the horizon about to delete many jobs, I wonder how they expect these people to get work.
With Ai on the horizon about to delete many jobs, I wonder how they expect these people to get work.
Identity Attack0.0034962974
Insult0.010590895
Profanity0.010723713
Threat0.009023022
Severe Toxicity0.001001358
Low Tox 0.02638162 Moderate Con 0.398
Oct 4, 2025 IRCC Names India in Study …
We let way too many people in canada.
We let way too many people in canada.
Identity Attack0.013345404
Insult0.009868891
Profanity0.010621235
Threat0.006861079
Severe Toxicity0.0011920929
Low Tox 0.025320992 Low Con 0.229 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
What I want to know is WHY and why did so many people go along with this disaster.
What I want to know is WHY and why did so many people go along with this disaster.
Identity Attack0.0018591423
Insult0.011236899
Profanity0.010552917
Threat0.007068211
Severe Toxicity0.00076293945
Low Tox 0.02449606 Moderate Con 0.323
Jun 18, 2025 3 likes How Canada broke its immigration …
How come you didn’t ask why so many people were praying in the middle of the day? 😂
How come you didn’t ask why so many people were praying in the middle of the day? 😂
Identity Attack0.006178642
Insult0.010286893
Profanity0.0128245065
Threat0.0062785195
Severe Toxicity0.0010108948
Low Tox 0.024260364 Low Con 0.244 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I just saw that Tyler has 8.8 million subs...I subbed a long time ago, but was shocked to see how many he has now, so I looked it up -- as of Feb 15th, the …
I just saw that Tyler has 8.8 million subs...I subbed a long time ago, but was shocked to see how many he has now, so I looked it up -- as of Feb 15th, the total was 3.7 million. You mean to tell me that 5.1 MILLION people subbed in the last 6 days?!
Identity Attack0.0048097214
Insult0.00971689
Profanity0.016957775
Threat0.007741391
Severe Toxicity0.0014305115
Low Tox 0.02343543 Constructive 0.598 Meta_Commentary
Feb 22, 2026 Inside Canada's Indian Invasion...
I really liked this video. You showed many perspectives and respected peoples boundaries. Respect!
I really liked this video. You showed many perspectives and respected peoples boundaries. Respect!
Identity Attack0.008065533
Insult0.009298887
Profanity0.020783609
Threat0.0100069
Severe Toxicity0.0023555756
Low Tox 0.02249265 Constructive 0.659
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
“How does the government bring in so many more people?” Simple, the citizens let them.
“How does the government bring in so many more people?” Simple, the citizens let them.
Identity Attack0.003607291
Insult0.010438894
Profanity0.010433359
Threat0.0069516995
Severe Toxicity0.00084400177
Low Tox 0.021667719 Low Con 0.176 Policy_Critique
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did something wrong? Having that many people come is a strain on all our resources and job market. We have a right to decide who we need and want. Store manager is not a job that Canadians won't do.
Identity Attack0.009619443
Insult0.011844902
Profanity0.0094256615
Threat0.005922511
Severe Toxicity0.00069618225
Low Tox 0.020960633 Constructive 0.763 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
It's not even just Brampton. Kitchener is blitzed too, among many many other cities people don't hear about.
It's not even just Brampton. Kitchener is blitzed too, among many many other cities people don't hear about.
Identity Attack0.0026453468
Insult0.012338906
Profanity0.011458136
Threat0.006420923
Severe Toxicity0.000705719
Low Tox 0.020231359 Constructive 0.505
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We have a serious unemployment crisis in this country that is particularly affecting young Canadians. The unemployment rate has been continuously going up over the last three years. It has now hit 7.1%, but the …
We have a serious unemployment crisis in this country that is particularly affecting young Canadians. The unemployment rate has been continuously going up over the last three years. It has now hit 7.1%, but the youth unemployment rate is really at catastrophic levels, at 14.5%. Many young people are desperately looking for jobs and are unable to find them.
Identity Attack0.0052906936
Insult0.010818896
Profanity0.009784333
Threat0.0062008454
Severe Toxicity0.0006341934
Low Tox 0.019854378 Constructive 0.581 Economic_Argument
Sep 30, 2025 25 likes IRCC Names India in Study …
In Japan many people work as temporary workers They sign contracts, when the contract is up they leave and get paid a big chunk of the money the company was keeping for them and a …
In Japan many people work as temporary workers They sign contracts, when the contract is up they leave and get paid a big chunk of the money the company was keeping for them and a bonus, to make sure they leave. Sometimes they extend their contract , but they do have to leave for for a month to get the money. Japan is making sure everybody is keeping their part of the deal. Why can't we have it here? Why TEMPORARY workers demand to stay?
Identity Attack0.00932346
Insult0.009336887
Profanity0.011201942
Threat0.006045496
Severe Toxicity0.0007581711
Low Tox 0.018849092 Constructive 0.726 Comparative_Framing
Feb 11, 2026 15 likes Canada's tighter immigration policy divides …
Well.. Arguably Nova Scotia had the advantage of being a eastern port with the potential to be greater GDP than Manhattan. Many people blame its zero or negative growth on restrictive immigration policy, whereas the …
Well.. Arguably Nova Scotia had the advantage of being a eastern port with the potential to be greater GDP than Manhattan. Many people blame its zero or negative growth on restrictive immigration policy, whereas the USA pretty much just let everyone in. Mind you, nowadays you need to be making about $140,000 USD to survive as a renter in Manhattan, so - maybe it was the correct move.
Identity Attack0.0061046463
Insult0.009317887
Profanity0.009869732
Threat0.0060778605
Severe Toxicity0.00062942505
Low Tox 0.017089844 Constructive 0.557 Comparative_Framing
Jun 21, 2025 1 likes How Canada broke its immigration …
Good...we welcome far too many people!!
Good...we welcome far too many people!!
Identity Attack0.0043657473
Insult0.0092228865
Profanity0.013234417
Threat0.006912862
Severe Toxicity0.0011110306
Low Tox 0.017089844 Moderate Con 0.421
Nov 20, 2025 208 likes Quebec Ends Economic Immigration Program …
I know that by December 2025 there are 5 million people whose visas expired. How many left?! What about others? Why Canada gave so many visas?
I know that by December 2025 there are 5 million people whose visas expired. How many left?! What about others? Why Canada gave so many visas?
Identity Attack0.0054756827
Insult0.009032886
Profanity0.010262563
Threat0.006149062
Severe Toxicity0.00071525574
Low Tox 0.016964182 Moderate Con 0.425
Dec 28, 2025 Deportations From Canada at Their …
Compare the way people drive over there, as fast as possible and absolutely zero rules. It's happening in the US as well, so many non drivers that attempt it every day.
Compare the way people drive over there, as fast as possible and absolutely zero rules. It's happening in the US as well, so many non drivers that attempt it every day.
Identity Attack0.0027748393
Insult0.008918885
Profanity0.009767254
Threat0.006265574
Severe Toxicity0.0005698204
Low Tox 0.014953613 Moderate Con 0.498 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
No it's not dividing anything. Trudeau welcomed far too many people! We do not have the housing, infrastructure, Health Care system to sustain this population growth!
No it's not dividing anything. Trudeau welcomed far too many people! We do not have the housing, infrastructure, Health Care system to sustain this population growth!
Identity Attack0.0024233595
Insult0.009336887
Profanity0.009365883
Threat0.005835127
Severe Toxicity0.00054597855
Low Tox 0.013885498 Moderate Con 0.481 Policy_Critique
Feb 13, 2026 2 likes Canada's tighter immigration policy divides …
I live in Victoria, BC. In the past 5 to 7 years, the streets are packed, you can barely drive around in Victoria. No new roads or transportation of any kind, yet so many more …
I live in Victoria, BC. In the past 5 to 7 years, the streets are packed, you can barely drive around in Victoria. No new roads or transportation of any kind, yet so many more new people.
Identity Attack0.0042917514
Insult0.008766884
Profanity0.009835573
Threat0.0064015044
Severe Toxicity0.000705719
Low Tox 0.013571346 Constructive 0.676 Personal_Narrative
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out …
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out when reading discover Canada. If you’re in doubt, don’t be. This is an excellent resource that can get you to pass the test in one sitting!
Identity Attack0.0017666477
Insult0.0068098716
Profanity0.00993805
Threat0.006162008
Severe Toxicity0.00046730042
Low Tox 0.007602467 Constructive 0.685 Solidarity
Dec 27, 2025 11 likes Canadian Citizenship Test 2025 – …
How many imingerent Live on road? Lot of people from Syria and East Europe created problem not students and others.
How many imingerent Live on road? Lot of people from Syria and East Europe created problem not students and others.
Identity Attack0.0008920021
Insult0.002750659
Profanity0.000046377085
Threat0.000044234937
Severe Toxicity0.0000021529163
Low Tox 0.0059330203 Unverified_Claim
Apr 15, 2025 1 likes
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a …
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a spike in housing prices and many other problems. This then affected every Canadian. A lot are becoming even poorer. It is one of the reasons they had more tent cities and 2 million people going to food banks along with 2/3 of Canadians with only 500.00 a month after all monthly bills were paid. That's 2/3 of Canadians. The Convoy had released these figures over a year ago at CPAC. Proving that Canada is in a huge mess economically because of these Liberal policies. @minimaxmiaandme.4971 - I don't hide behind a fake name. The Supreme Court ruled in favor of the convoy or did you forget? The Liberals violated Canadians' Constitutional Rights to Protest. Which proves they are more credible than the Liberals. Now be man enough to show your real identity.
Identity Attack0.00017204595
Insult0.00035070546
Profanity0.000051291976
Threat0.00004996549
Severe Toxicity0.000008668661
Low Tox 0.00093127653 Economic_Argument
Apr 15, 2025 18 likes
I'll believe it when I see it! The Liberals won't, haven't released the immigration numbers so this could be just another Liberal, Carney fabrication. Why did the gov't allow so many people in the first …
I'll believe it when I see it! The Liberals won't, haven't released the immigration numbers so this could be just another Liberal, Carney fabrication. Why did the gov't allow so many people in the first place: to receive votes! That is the only reason!
Identity Attack0.00005422138
Insult0.00018341397
Profanity0.000019666739
Threat0.000021658203
Severe Toxicity0.000002216555
Low Tox 0.00042902053
Aug 11, 2025

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.