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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: "If your country is so …" 3,912 comments · Page 154 of 157
Every country has visa's for students-workers-tourists...CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World, Middle East Eye..Alex Reporterfy Media
Every country has visa's for students-workers-tourists...CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World, Middle East Eye..Alex Reporterfy Media
Identity Attack0.004439743
Insult0.0084818825
Profanity0.010501678
Threat0.0062137907
Severe Toxicity0.0006866455
Low Tox 0.0131943645 Moderate Con 0.405 Advertisement_Spam
Jun 20, 2025 How Canada broke its immigration …
woulda loved to accompany you through our Greater Toronto Area. Do miss my country being more diverse....
woulda loved to accompany you through our Greater Toronto Area. Do miss my country being more diverse....
Identity Attack0.0042547537
Insult0.008006879
Profanity0.010211324
Threat0.0065827454
Severe Toxicity0.00077724457
Low Tox 0.0131943645 Constructive 0.624 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Donald trump actively trying to turn America into a third world country
Donald trump actively trying to turn America into a third world country
Identity Attack0.00039082437
Insult0.006611411
Profanity0.000059223566
Threat0.00011876498
Severe Toxicity0.000001919801
Low Tox 0.013104271 Unverified_Claim
Dec 9, 2025
The first problem is that no country has a long range plan: where do they want to be on 20/50/100 years. The basic economic plan is for growth but this is not sustainable. Reduced birth …
The first problem is that no country has a long range plan: where do they want to be on 20/50/100 years. The basic economic plan is for growth but this is not sustainable. Reduced birth rates mean that immigration is needed, if only to reduce the impact of an aging population and to reduce the demands on the young adult population. This should be aimed at getting to a sustainable state but no government is planning for it. They only plan for the current electoral cycle.
Identity Attack0.0041067624
Insult0.00806388
Profanity0.00951106
Threat0.0062008454
Severe Toxicity0.00059366226
Low Tox 0.012880214 Moderate Con 0.379 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
It’s their countries right, the question for yourselves is worth the extra steps. Is worth being caged up at the whim of 1 person.
It’s their countries right, the question for yourselves is worth the extra steps. Is worth being caged up at the whim of 1 person.
Identity Attack0.0003305968
Insult0.0009302545
Profanity0.0000895018
Threat0.009820587
Severe Toxicity0.0000104965675
Low Tox 0.012651553 Moral_Argument
Dec 10, 2025
If they get the country make it suited to help the needy and its people first
If they get the country make it suited to help the needy and its people first
Identity Attack0.003921773
Insult0.007474876
Profanity0.0113385795
Threat0.006925808
Severe Toxicity0.0007915497
Low Tox 0.012566062 Low Con 0.219
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
This is the problem: Temporary workers are temporary. Their arrangement stipulates that they work in-country for a number years, and then return home. Yet, many temporary workers are under the impression that they're actually semi-permanent …
This is the problem: Temporary workers are temporary. Their arrangement stipulates that they work in-country for a number years, and then return home. Yet, many temporary workers are under the impression that they're actually semi-permanent residents. That's why they invest so much, expecting to be able to stay indefinitely. It needs to be made clear that temporary means temporary.
Identity Attack0.0031633168
Insult0.008633883
Profanity0.009784333
Threat0.006058442
Severe Toxicity0.00054597855
Low Tox 0.012440401 Constructive 0.634
Feb 11, 2026 Canada's tighter immigration policy divides …
A lot has to do with the Canada's immigration policy and foreign policy. I came in 2010, this country has changed a lot.
A lot has to do with the Canada's immigration policy and foreign policy. I came in 2010, this country has changed a lot.
Identity Attack0.006955597
Insult0.007873878
Profanity0.009382962
Threat0.005974294
Severe Toxicity0.00056028366
Low Tox 0.012314741 Constructive 0.573 Personal_Narrative
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
📊 Québec Immigration – Top Countries (Recent %) ┌───────────────┬──────────────┐ │ Country │ Ratio (%) │ ├───────────────┼──────────────┤ │ France │ 14.7% │ │ Cameroon │ 8.3% │ │ China │ 8.6% │ │ Algeria │ 5.6% …
📊 Québec Immigration – Top Countries (Recent %) ┌───────────────┬──────────────┐ │ Country │ Ratio (%) │ ├───────────────┼──────────────┤ │ France │ 14.7% │ │ Cameroon │ 8.3% │ │ China │ 8.6% │ │ Algeria │ 5.6% │ │ Tunisia │ 5.0% │ │ Morocco │ 4.9% │ │ Haiti │ 4.4% │ │ India │ 2.6% │ │ Others │ 45.9% │ └───────────────┴──────────────┘
Identity Attack0.007547563
Insult0.007968879
Profanity0.012346277
Threat0.0062267366
Severe Toxicity0.0011730194
Low Tox 0.01225191 Moderate Con 0.365 Meta_Commentary
Nov 21, 2025 Quebec Ends Economic Immigration Program …
I arrived in Canada 25 years ago. Yes, I am an immigrant — but I embraced this country, learned its language, and built my life here. Canadians welcomed me with open arms, and I carry …
I arrived in Canada 25 years ago. Yes, I am an immigrant — but I embraced this country, learned its language, and built my life here. Canadians welcomed me with open arms, and I carry deep respect and gratitude for that generosity. But Canada today is not the Canada of 25, or even 15, years ago. Our nation has changed profoundly. And because I love this country, I believe we must not be afraid to speak up, to protect the values and culture that make Canada the home we cherish.
Identity Attack0.005956655
Insult0.007797878
Profanity0.009801413
Threat0.0062137907
Severe Toxicity0.0006246567
Low Tox 0.011686437 Constructive 0.733 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
What does it mean to sponsor a work permit? Work Visa. Work-force Mobility. Visa sponsorship refers to the process where an individual or organization takes responsibility for supporting a foreign national to enter or stay …
What does it mean to sponsor a work permit? Work Visa. Work-force Mobility. Visa sponsorship refers to the process where an individual or organization takes responsibility for supporting a foreign national to enter or stay in another country. In the workplace, employers may sponsor their employees to obtain a foreign visa and relocate abroad for a job. Velocity Global What Is Visa Sponsorship? - Velocity Global Who can sponsor a work permit? a sponsoring employer
Identity Attack0.005105704
Insult0.007028373
Profanity0.010313802
Threat0.006304411
Severe Toxicity0.0006723404
Low Tox 0.011497946 Moderate Con 0.465
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I think Canada has more than done its part forever, it's time for other countries to step up also. I trust the new immigrations rules are consistent with international human rights standards as well as …
I think Canada has more than done its part forever, it's time for other countries to step up also. I trust the new immigrations rules are consistent with international human rights standards as well as what's best for Canada.
Identity Attack0.0054756827
Insult0.0072278744
Profanity0.009340264
Threat0.0062008454
Severe Toxicity0.0006079674
Low Tox 0.010618322 Constructive 0.661
Dec 24, 2025 Deportations From Canada at Their …
Cap by country is required.
Cap by country is required.
Identity Attack0.0032558115
Insult0.0070853736
Profanity0.010433359
Threat0.006925808
Severe Toxicity0.00072956085
Low Tox 0.010429831 Low Con 0.198
Jun 24, 2025 How Canada broke its immigration …
I find it mind blowing that any Canadian would want to go there. Stay in Canada and support our businesses or book a flight to another country.
I find it mind blowing that any Canadian would want to go there. Stay in Canada and support our businesses or book a flight to another country.
Identity Attack0.0043716766
Insult0.002175583
Profanity0.00008987684
Threat0.0003925044
Severe Toxicity0.0000046246582
Low Tox 0.010202846
Dec 11, 2025
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc …
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc they obviously didn't then complain they can't make it.Go home.
Identity Attack0.0043322137
Insult0.0011908403
Profanity0.00004395006
Threat0.0005412362
Severe Toxicity0.00000458772
Low Tox 0.009554655
Apr 23, 2025 1 likes
Thank you Tyler. Canadians thank you . We want our country back.
Thank you Tyler. Canadians thank you . We want our country back.
Identity Attack0.004162259
Insult0.007009373
Profanity0.010262563
Threat0.0065115434
Severe Toxicity0.00072956085
Low Tox 0.009424546 Moderate Con 0.495
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Sounds like the system if finally working and working faster to protect the country.
Sounds like the system if finally working and working faster to protect the country.
Identity Attack0.0021088778
Insult0.0070758737
Profanity0.010211324
Threat0.0066215824
Severe Toxicity0.00061511993
Low Tox 0.009361716 Moderate Con 0.321
Dec 24, 2025 Deportations From Canada at Their …
There are lots of other country’s who love Canadians to visit? Stay away from unfriendly places.
There are lots of other country’s who love Canadians to visit? Stay away from unfriendly places.
Identity Attack0.007580089
Insult0.0012789341
Profanity0.000044876564
Threat0.00013275402
Severe Toxicity0.0000030468773
Low Tox 0.009244055 Comparative_Framing
Dec 9, 2025
Canadian colleges and universities international student department would have the records of all students who were processed through that institution-but did not show up for the studies just showed up inside of Canada. I don’t …
Canadian colleges and universities international student department would have the records of all students who were processed through that institution-but did not show up for the studies just showed up inside of Canada. I don’t know why our system doesn’t catch these student visa access to country, but don’t show up for the study…?
Identity Attack0.0036627878
Insult0.0072468747
Profanity0.009408582
Threat0.0058739646
Severe Toxicity0.00045776367
Low Tox 0.008921904 Constructive 0.529 Policy_Critique
Nov 22, 2025 1 likes IRCC Names India in Study …
Keep up with the great work Tyler! Thank you for this original docu that reflects a prominent social issue going on in the country.
Keep up with the great work Tyler! Thank you for this original docu that reflects a prominent social issue going on in the country.
Identity Attack0.0017758971
Insult0.0076268767
Profanity0.008853494
Threat0.005893383
Severe Toxicity0.00042438507
Low Tox 0.008859074 Constructive 0.572
Jan 27, 2026 Inside Canada's Indian Invasion...
Heading into Trump Country is a remarkably bad decision in 2025...
Heading into Trump Country is a remarkably bad decision in 2025...
Identity Attack0.0003906022
Insult0.003904866
Profanity0.00006815132
Threat0.000066133514
Severe Toxicity0.0000020121968
Low Tox 0.008778217
Dec 10, 2025 6 likes
I thank you Canada 🇨🇦 I love my country and my love to my county For King and Country thank for adjusting these rules.
I thank you Canada 🇨🇦 I love my country and my love to my county For King and Country thank for adjusting these rules.
Identity Attack0.0037367835
Insult0.006714871
Profanity0.010433359
Threat0.0065568537
Severe Toxicity0.0007200241
Low Tox 0.008733413 Constructive 0.602
Jan 13, 2026 1 likes Canada’s new rules in 2026
7:00 I checked a tax calculator for Canada, $2710 is not a valid number for $21/hour for 40 hours a week anywhere in the country. The closest I got was $2708. Also, I would love …
7:00 I checked a tax calculator for Canada, $2710 is not a valid number for $21/hour for 40 hours a week anywhere in the country. The closest I got was $2708. Also, I would love to see a bill breakdown. "$9 for insurance" That is a bill... "I work 8 and a half hours a day" So... That means you work 42 hours a week.
Identity Attack0.0019146391
Insult0.006999873
Profanity0.010604155
Threat0.005971058
Severe Toxicity0.00053167343
Low Tox 0.008482091 Constructive 0.708 Policy_Critique
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Great replacement project within commonwealth countries.
Great replacement project within commonwealth countries.
Identity Attack0.0019053896
Insult0.006353869
Profanity0.009733095
Threat0.0064015044
Severe Toxicity0.0005412102
Low Tox 0.007508222 Low Con 0.203
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
4 cities with huge demographic changes on the others side of the country. Abbotsford, Surrey, Calgary, and Edmonton.
4 cities with huge demographic changes on the others side of the country. Abbotsford, Surrey, Calgary, and Edmonton.
Identity Attack0.0027933381
Insult0.00653437
Profanity0.00952814
Threat0.006136116
Severe Toxicity0.00052928925
Low Tox 0.0072254855 Moderate Con 0.488 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.