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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 are in a crisis …" 89 comments · Page 4 of 4
It’s not about race; it’s about housing, infrastructure, and sustainability. You can't import a population crisis and call it 'growth'. 🏠🚫
It’s not about race; it’s about housing, infrastructure, and sustainability. You can't import a population crisis and call it 'growth'. 🏠🚫
Identity Attack0.009989422
Insult0.011198899
Profanity0.01127026
Threat0.0066733654
Severe Toxicity0.0011825562
Low Tox 0.03192045 Moderate Con 0.44 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the …
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the number of babies that they want. In fact, reward them for having babies, make it cost free like it was in the USSR..... If Canada (or the US) offered free housing, free childcare, and guaranteed jobs (the USSR model), the "labor shortage" and "birth rate crisis" would vanish in 9 months.
Identity Attack0.008361516
Insult0.014504919
Profanity0.010979908
Threat0.0072753434
Severe Toxicity0.0011491776
Low Tox 0.031331215 Constructive 0.53 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less than the $57k/yr is considered lower class. So, again, another indicator that the Canadian government doesn't actually care about the middle class and is fine seeing it dwindle further.
Identity Attack0.008065533
Insult0.015568925
Profanity0.011116544
Threat0.00598724
Severe Toxicity0.00076293945
Low Tox 0.02873857 Constructive 0.641
Jan 3, 2026 5 likes New rules, regulations take effect …
You should've visited Cape Breton. Very similar conditions maybe worst. They put us in a housing crisis. Hard to find a place to live causing huge rent hikes.
You should've visited Cape Breton. Very similar conditions maybe worst. They put us in a housing crisis. Hard to find a place to live causing huge rent hikes.
Identity Attack0.0034777985
Insult0.0114649
Profanity0.010535837
Threat0.006272047
Severe Toxicity0.000667572
Low Tox 0.021785567 Constructive 0.771 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
No it doesn't. This is a 90-10%. We have 3.5M visa holders - 20% adult workforce. Wage supression, service collapse, housing crisis.
No it doesn't. This is a 90-10%. We have 3.5M visa holders - 20% adult workforce. Wage supression, service collapse, housing crisis.
Identity Attack0.0023586133
Insult0.009203887
Profanity0.009587918
Threat0.006110225
Severe Toxicity0.0005722046
Low Tox 0.0143253105 Constructive 0.584 Economic_Argument
Feb 12, 2026 Canada's tighter immigration policy divides …
Still not a crisis?
Still not a crisis?
Identity Attack0.0018776412
Insult0.007854878
Profanity0.010740792
Threat0.0068416605
Severe Toxicity0.0006723404
Low Tox 0.0131943645 Low Con 0.263 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Thank you for bringing attention to this crisis.
Thank you for bringing attention to this crisis.
Identity Attack0.0028118372
Insult0.0076268767
Profanity0.011628932
Threat0.0071199946
Severe Toxicity0.00078201294
Low Tox 0.011497946 Moderate Con 0.429 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
No more Trudo....he Coulden't find solutions for housing crisis ..this is a such a big country with plenty of lands available ?????
No more Trudo....he Coulden't find solutions for housing crisis ..this is a such a big country with plenty of lands available ?????
Identity Attack0.0000727142
Insult0.00037980633
Profanity0.000039586117
Threat0.000041426913
Severe Toxicity0.00000211046
Low Tox 0.0008641412
Apr 18, 2025 1 likes
Losing millions in immigration will actually help Canada after over-inflating immigration. It will better control the housing crisis, food crisis, healthcare crisis. Pausing immigration so the numbers correct itself will fix a lot of the …
Losing millions in immigration will actually help Canada after over-inflating immigration. It will better control the housing crisis, food crisis, healthcare crisis. Pausing immigration so the numbers correct itself will fix a lot of the issues Canadians face.
Identity Attack0.00016129999
Insult0.00020965506
Profanity0.0000160642
Threat0.000034526518
Severe Toxicity0.0000022098052
Low Tox 0.0006739027
Apr 20, 2025 6 likes
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need …
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need immigrants to stop from becoming ghost towns. The failure was in the Liberal Party deciding that getting the immigrant vote was how to win elections, so they let immigrants decide where to go, which didn't help the country. I should know.. I owned a 28-suite apt. block in Winnipeg (not even a small town!) and my property value dropped below the mortgage cost because more people were leaving Manitoba than entering at that time. I lost my block. Thanks, Liberal Party of Canada.
Identity Attack0.00016257107
Insult0.0002154967
Profanity0.000020543059
Threat0.000033083004
Severe Toxicity0.0000023985558
Low Tox 0.0006092379
Apr 23, 2025
Not true all of Canada has housing crisis I am lo9king for 2 yrs cant even find a room cause 40 against you
Not true all of Canada has housing crisis I am lo9king for 2 yrs cant even find a room cause 40 against you
Identity Attack0.00006079971
Insult0.0002276807
Profanity0.00002380823
Threat0.000029755232
Severe Toxicity0.000001977024
Low Tox 0.0005185943
Dec 13, 2025
🎉Absolutely only citizens living and working here should be entitled to this privilege of buying property or renting here. This will definitely easy the housing crisis.
🎉Absolutely only citizens living and working here should be entitled to this privilege of buying property or renting here. This will definitely easy the housing crisis.
Identity Attack0.00007378585
Insult0.00015759411
Profanity0.000017408156
Threat0.000022632797
Severe Toxicity0.0000021393364
Low Tox 0.000426631 Economic_Argument
Apr 18, 2025 2 likes
I am supportive of immigration, but I believe there should be a cap of no more than 1-2.5% annually. A significant number of migrants moving to Canada from the same region or country could cause …
I am supportive of immigration, but I believe there should be a cap of no more than 1-2.5% annually. A significant number of migrants moving to Canada from the same region or country could cause issues, as this can lead to the formation of "mini-bubble" societies within Canada. These groups may sometimes become the dominant demographic and undermine the existing communities that have contributed to building Canada for decades. We cannot expect new immigrants to seamlessly merge into Canadian society. This is a major oversight by Canada’s Immigration Department. Digital applications from foreign nations may play a role in this phenomenon. There should also be regulations concerning how many new immigrants can be brought in by family members. For instance, one new citizen can legally bring both of their parents and their spouse, which is fair. However, there have been cases where this process is repeated multiple times within ten years, leading to a 1:15 ratio, where one person can bring in six to eight relatives. If there is a labor shortage in essential fields, Canada can offer long-term residency to those who continue to work in those sectors, such as caretakers. However, the pathway to citizenship could be lengthened or require a higher standard. For instance, the requirements could extend from X years of living in Canada to X+5 years, as well as passing a basic Canadian citizenship test, either written or verbal. While an increase of five years may seem unfair or lengthy, it is essential. A newborn child from a Canadian family requires 18 years to gain voting rights in elections, whereas new immigrants—especially those who come for study for four to six years—can potentially gain both citizenship and voting rights sooner if they meet the previous administration's standard. Children under the age of 18 can gain citizenship in as little as X-4 years, regardless of their full integration into Canadian society. This loophole is sometimes abused and provides preferential treatment that favors this process over existing Canadian. In my opinion, it would be fairer to calculate the duration of "living in Canada" based on the number of years they have paid "income taxes" in Canada. This is important because many individuals with multiple passports pay taxes elsewhere while benefiting from Canadian healthcare and other services. The investment in home buying as a pathway to citizenship has contributed to the housing crisis, resulting in numerous empty homes in various regions. While it may offer short-term economic benefits that some politicians favor, it is detrimental to Canada as a whole. If buying a house is the only requirement for citizenship, wouldn't a large portion of the global population be eligible for U.S. citizenship just by investing in U.S. businesses or stocks? This perspective may seem illogical when looking at it from outside the box. Apologies for being a bit wordy; I had much more to say. Nonetheless, I also support temporary residency for up to 6-9 months for those who have been evacuated due to war, natural disasters, or similar circumstances. Special exceptions can be granted for families with members working in critical fields that merit such considerations (high-end industry).
Identity Attack0.000069526875
Insult0.00010191088
Profanity0.000024604129
Threat0.0000227671
Severe Toxicity0.000003976266
Low Tox 0.00024560353 Policy_Critique
Apr 15, 2025 11 likes

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.