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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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Search comment text, filter by category or toxicity level
Active: "Make any of it make …" 1,431 comments · Page 55 of 58
If you double immigration, then increase it every year for 4 years, cutting it back by 10% isnt making a defference.... if we had stayed on a reasonable growth scale instead of doubling immigration in …
If you double immigration, then increase it every year for 4 years, cutting it back by 10% isnt making a defference.... if we had stayed on a reasonable growth scale instead of doubling immigration in 2021, then we would be letting in about 60% of the current target
Identity Attack0.00880549
Insult0.008899884
Profanity0.009750174
Threat0.006162008
Severe Toxicity0.00077724457
Low Tox 0.020607091 Moderate Con 0.368 Policy_Critique
Jan 12, 2026 1 likes Canada’s new rules in 2026
as a Canadian thank you for making this
as a Canadian thank you for making this
Identity Attack0.011543332
Insult0.009393888
Profanity0.013439372
Threat0.007417747
Severe Toxicity0.0013065338
Low Tox 0.0201057 Moderate Con 0.495
Jan 27, 2026 Inside Canada's Indian Invasion...
Michelle, you know that you didn’t ask for this information prior to the meeting. They are trip questions that are ongoing. Yes it’s important to know but the people may be in different areas such …
Michelle, you know that you didn’t ask for this information prior to the meeting. They are trip questions that are ongoing. Yes it’s important to know but the people may be in different areas such as law enforcement. Each city town and borough has that information. Had the rolls been reversed you would not have faired any better. Not make a major public statement? Yes you did.
Identity Attack0.0014244175
Insult0.013174911
Profanity0.010006369
Threat0.0059678215
Severe Toxicity0.00059843063
Low Tox 0.0201057 Constructive 0.671
Sep 29, 2025 IRCC Names India in Study …
The government does everything in their power to make sure that you pay retail for everything if you can get something cheaper, they’re gonna tax it and make it expensive
The government does everything in their power to make sure that you pay retail for everything if you can get something cheaper, they’re gonna tax it and make it expensive
Identity Attack0.0028673338
Insult0.0113509
Profanity0.011526455
Threat0.0063950317
Severe Toxicity0.0007581711
Low Tox 0.019603057 Low Con 0.211 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
In the 1600s, North America was almost entirely Native American. Today, they make up a tiny fraction of the population. History has a long memory what goes around comes around.
In the 1600s, North America was almost entirely Native American. Today, they make up a tiny fraction of the population. History has a long memory what goes around comes around.
Identity Attack0.008731495
Insult0.009089886
Profanity0.011628932
Threat0.006543908
Severe Toxicity0.0007724762
Low Tox 0.019226074 Moderate Con 0.411 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
as a Canadian thank you for making this video i hope the government does something!!
as a Canadian thank you for making this video i hope the government does something!!
Identity Attack0.008509507
Insult0.008538882
Profanity0.01354185
Threat0.0077672824
Severe Toxicity0.0013542175
Low Tox 0.018849092 Constructive 0.524 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Not enough - make it zero for the next decade so Canada can recover then if needed no more ten thousand per yr
Not enough - make it zero for the next decade so Canada can recover then if needed no more ten thousand per yr
Identity Attack0.003089321
Insult0.010134893
Profanity0.009434202
Threat0.00704232
Severe Toxicity0.00086307526
Low Tox 0.018723432 Low Con 0.22
Jan 3, 2026 36 likes New rules, regulations take effect …
So how much are they making when you play their game ?
So how much are they making when you play their game ?
Identity Attack0.0028118372
Insult0.009051885
Profanity0.014464149
Threat0.007197669
Severe Toxicity0.0009250641
Low Tox 0.01859777 Low Con 0.215 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
I have an issue to pick with the framing of policy change as “changing the rule in the middle of the match” because “the match” has a clear time stamp for beginning and end. So …
I have an issue to pick with the framing of policy change as “changing the rule in the middle of the match” because “the match” has a clear time stamp for beginning and end. So when would it be appropriate for the government to make changes? A soccer game last for about 90 minutes, how long should an immigration pathway last?
Identity Attack0.0071035884
Insult0.008823884
Profanity0.010296722
Threat0.006485652
Severe Toxicity0.00071525574
Low Tox 0.01859777 Moderate Con 0.472 Policy_Critique
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
As a Canadian thank you for making this video.
As a Canadian thank you for making this video.
Identity Attack0.010137413
Insult0.0086718835
Profanity0.014634945
Threat0.007857903
Severe Toxicity0.0015258789
Low Tox 0.01847211 Moderate Con 0.487 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
thanks for making this
thanks for making this
Identity Attack0.0047172266
Insult0.009146886
Profanity0.017231047
Threat0.009100696
Severe Toxicity0.0017356873
Low Tox 0.017466826 Moderate Con 0.448 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Just to be clear, federal government and IRCC make decisions on our refugee system and it has doubled since 2017, spending over 2.5 billion in taxpayer dollars. Now it's costing us nearly 100 million to …
Just to be clear, federal government and IRCC make decisions on our refugee system and it has doubled since 2017, spending over 2.5 billion in taxpayer dollars. Now it's costing us nearly 100 million to remove them. All while homelessness population has doubled in Canada over same time period. Forget the figure heads of the parties, don't forget this when you're deciding what party to vote for
Identity Attack0.0045137387
Insult0.009545889
Profanity0.009570839
Threat0.0069646453
Severe Toxicity0.0007677078
Low Tox 0.017341165 Constructive 0.735
Dec 26, 2025 2 likes Deportations From Canada at Their …
Thanks for making this video for us real canadians.
Thanks for making this video for us real canadians.
Identity Attack0.008176526
Insult0.008405882
Profanity0.0138151245
Threat0.008000307
Severe Toxicity0.0014877319
Low Tox 0.017341165 Moderate Con 0.441 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It’s all about the profits. It’s no longer about the people that’s how much money government can make off the people.
It’s all about the profits. It’s no longer about the people that’s how much money government can make off the people.
Identity Attack0.0021551251
Insult0.00979289
Profanity0.011646013
Threat0.0063238298
Severe Toxicity0.00054359436
Low Tox 0.017215505 Low Con 0.195 Policy_Critique
Aug 26, 2025 3 likes Why Canadians Are Turning Against …
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 …
I wonder if this activity is to ELEVATE THE POLICE BUDGET TO BILLIONS AND BILLIONS OF DOLLARS 💸 💵 IN THEIR FAVOR? A CHIEF MALES 350K A ACCIDENT SCENE CALL ASKS 15K TO 20K A …
I wonder if this activity is to ELEVATE THE POLICE BUDGET TO BILLIONS AND BILLIONS OF DOLLARS 💸 💵 IN THEIR FAVOR? A CHIEF MALES 350K A ACCIDENT SCENE CALL ASKS 15K TO 20K A MONTH FOR CALL LIST A PROVINCE HAS AVERAGE 20000 ON FORCE EACH MAKING BETWEEN 70K TO 140K EACK A YEARLY! THIS IS A BUSINESS AND BUSINESS IS GOOD 👍
Identity Attack0.0021458757
Insult0.009203887
Profanity0.010433359
Threat0.006647474
Severe Toxicity0.001001358
Low Tox 0.017089844 Moderate Con 0.428 Economic_Argument
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Our government knows exactly what they are doing, it’s a plan in the making
Our government knows exactly what they are doing, it’s a plan in the making
Identity Attack0.004384246
Insult0.009393888
Profanity0.013166099
Threat0.0072365063
Severe Toxicity0.0009536743
Low Tox 0.016964182 Low Con 0.126 Unverified_Claim
Aug 30, 2025 2 likes Why Canadians Are Turning Against …
In my opinion it makes no sense that the government does not know where all these people that are missing that are to leave, if they are getting money from tax payers or health care …
In my opinion it makes no sense that the government does not know where all these people that are missing that are to leave, if they are getting money from tax payers or health care they have to know where they are to receive any of these benefits
Identity Attack0.0032743104
Insult0.00983089
Profanity0.010689554
Threat0.006058442
Severe Toxicity0.00061511993
Low Tox 0.016964182 Moderate Con 0.423 Policy_Critique
Feb 26, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I attempted to try the test after watching this video once, and after my first test; I passed! This video is amazing, thank you for making this—it really helped. I’m so grateful. 🎉
I attempted to try the test after watching this video once, and after my first test; I passed! This video is amazing, thank you for making this—it really helped. I’m so grateful. 🎉
Identity Attack0.0054756827
Insult0.008519882
Profanity0.017572641
Threat0.009540852
Severe Toxicity0.00166893
Low Tox 0.01646154 Constructive 0.602 Meta_Commentary
Sep 9, 2025 3 likes Canadian Citizenship Test 2025 – …
Thank you so much for putting this video together! I passed my citizenship test today with a score of 19 out of 20. The questions were surprisingly simple. I read the guide once and watched …
Thank you so much for putting this video together! I passed my citizenship test today with a score of 19 out of 20. The questions were surprisingly simple. I read the guide once and watched your video once, and that was all I needed. Truly appreciate the effort you put into making it clear and helpful. 🙌
Identity Attack0.005771666
Insult0.008500882
Profanity0.01627459
Threat0.008466354
Severe Toxicity0.001449585
Low Tox 0.01646154 Constructive 0.695
Jul 25, 2025 5 likes Canadian Citizenship Test 2025 – …
Congratulations! Even more regulations. Canada just keeps making its self better.
Congratulations! Even more regulations. Canada just keeps making its self better.
Identity Attack0.0065486208
Insult0.00979289
Profanity0.009493981
Threat0.006272047
Severe Toxicity0.00077724457
Low Tox 0.01633588 Low Con 0.259 Humor_Satire
Jan 4, 2026 1 likes New rules, regulations take effect …
Make it harder for them to work security, uber, truck driving. Inclusive to work only in field of study.
Make it harder for them to work security, uber, truck driving. Inclusive to work only in field of study.
Identity Attack0.0023493639
Insult0.009564889
Profanity0.009903891
Threat0.0070164283
Severe Toxicity0.0006723404
Low Tox 0.01608456 Low Con 0.265 Policy_Critique
Feb 23, 2026 Canadian immigration officers investigating hundreds …
MAKE CANADA GREAT AGAIN
MAKE CANADA GREAT AGAIN
Identity Attack0.0054756827
Insult0.008025879
Profanity0.0127561875
Threat0.007314181
Severe Toxicity0.0013828278
Low Tox 0.015581916 Low Con 0.23 Call_To_Action
Mar 3, 2026 Inside Canada's Indian Invasion...
18,000? Make it 180,000 please.
18,000? Make it 180,000 please.
Identity Attack0.0024233595
Insult0.007854878
Profanity0.010604155
Threat0.0076766624
Severe Toxicity0.0009965897
Low Tox 0.015016444 Low Con 0.28
Dec 23, 2025 19 likes Deportations From Canada at Their …

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.