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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

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Active: "Over the years I have …" 1,624 comments · Page 65 of 65
I am a immigrant but i am living here over 50 years
I am a immigrant but i am living here over 50 years
Identity Attack0.0039483067
Insult0.0004028712
Profanity0.000009787514
Threat0.00013983581
Severe Toxicity0.0000033607628
Low Tox 0.0035515688
Apr 15, 2025 4 likes
What do you expect look at our immigration problems Canada is bringing in so many immigrants that they do not vet. Also our errogant superior attitude is hurting our reputation and insulting theie president doesn't …
What do you expect look at our immigration problems Canada is bringing in so many immigrants that they do not vet. Also our errogant superior attitude is hurting our reputation and insulting theie president doesn't help. Canada is not the same country it was over 10 years ago.
Identity Attack0.00050325476
Insult0.00074285606
Profanity0.000023377024
Threat0.00003199862
Severe Toxicity0.000002083713
Low Tox 0.0021011352 Policy_Critique
Dec 8, 2025 18 likes
Not this Canadian, I’ll never step foot in the USA again for as long as I live, nor will I buy anything made/ grown in the USA. My boycott is a little over a year …
Not this Canadian, I’ll never step foot in the USA again for as long as I live, nor will I buy anything made/ grown in the USA. My boycott is a little over a year old and it gets easier every day
Identity Attack0.0011316916
Insult0.00044865208
Profanity0.000037697006
Threat0.00007197905
Severe Toxicity0.000002872
Low Tox 0.0019692604
Dec 8, 2025
The weather is absolutely beautiful in Florida this time of year 😂 yall stay away.
The weather is absolutely beautiful in Florida this time of year 😂 yall stay away.
Identity Attack0.00029047832
Insult0.00037293034
Profanity0.000024919942
Threat0.00018923629
Severe Toxicity0.0000025929003
Low Tox 0.0016705681
Dec 10, 2025
Canada has been doing it for years, so stop complaining
Canada has been doing it for years, so stop complaining
Identity Attack0.00013139051
Insult0.0005043165
Profanity0.000024453764
Threat0.000035350822
Severe Toxicity0.000001617113
Low Tox 0.0012431246 Policy_Critique
Dec 10, 2025
🎉IRCC has discovered excessive abuse and fraud in the immigration system. Immigration is federal and they have the absolute power and rights to enforce the laws to cancel visas. The immigration system was abused and …
🎉IRCC has discovered excessive abuse and fraud in the immigration system. Immigration is federal and they have the absolute power and rights to enforce the laws to cancel visas. The immigration system was abused and in a complete mess. Every country must fix their own citizens or country problems first before bringing in foreigners to make it worse. Sorry-the liberal government failed with its policies for the last 9 years how can we trust them now?😨
Identity Attack0.000080583275
Insult0.00046100013
Profanity0.000023650031
Threat0.000024857662
Severe Toxicity0.0000017907762
Low Tox 0.0010544771 Unverified_Claim
Apr 18, 2025 1 likes
Mexican and Canadian visitors entering on a B2 visitor visa and staying longer than 30 days or traveling beyond 25 miles must apply for an I-94. Biometrics and photo is taken. It's been this way …
Mexican and Canadian visitors entering on a B2 visitor visa and staying longer than 30 days or traveling beyond 25 miles must apply for an I-94. Biometrics and photo is taken. It's been this way for many years. Really nothing really new here. Just enforcing the law that has been in place since 1996. Known as the 96 Act of the INA. I am a retired INS Inspector and spent 17 years on the San Diego/Tijuana land border crossing. I put my entry stamp on thousands of I-94's.
Identity Attack0.00074456655
Insult0.00022661212
Profanity0.00003744463
Threat0.00004035115
Severe Toxicity0.0000029890857
Low Tox 0.00093714095 Personal_Narrative
Dec 10, 2025 4 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
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another …
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another 6 months, and sometimes even another full year if someone applies again. How is that stricter than before? It’s not. The government is misleading Canadians when it says immigration rules are tightening. In reality, it’s becoming more lenient, and it’s frustrating for those of us who follow the rules, pay taxes, and contribute honestly to this country.
Identity Attack0.00021630489
Insult0.00028040312
Profanity0.000052242904
Threat0.000028844901
Severe Toxicity0.000002951865
Low Tox 0.00092790026 Policy_Critique
Jun 6, 2025
I’ve been traveling the world for 22 years most all countries and setting up what’s called biometrics. It nothing new. Just new to Canadians.
I’ve been traveling the world for 22 years most all countries and setting up what’s called biometrics. It nothing new. Just new to Canadians.
Identity Attack0.00036653172
Insult0.00021574546
Profanity0.000030279818
Threat0.000035926885
Severe Toxicity0.0000024186936
Low Tox 0.0007478373
Dec 8, 2025 1 likes
It's getting more and more difficult to want to go on a nice trip. Between the long line ups to enter the countries, filling out paperwork, being treated like a criminal at the border it's …
It's getting more and more difficult to want to go on a nice trip. Between the long line ups to enter the countries, filling out paperwork, being treated like a criminal at the border it's not worth it. I can remember crossing a few years back before COVID my stomach would do flip flops waiting in the line and it should never be like that
Identity Attack0.00007683819
Insult0.00023573764
Profanity0.000022703574
Threat0.000026121497
Severe Toxicity0.0000022189006
Low Tox 0.00061102543 Personal_Narrative
Dec 8, 2025
I'm Canadian living in Australia; it sounds like if I were to go to the USA, I might have a problem. I haven't been in the USA for 17 years, and I won't be anytime …
I'm Canadian living in Australia; it sounds like if I were to go to the USA, I might have a problem. I haven't been in the USA for 17 years, and I won't be anytime soon.
Identity Attack0.00019757403
Insult0.00017536576
Profanity0.000024422467
Threat0.00003103803
Severe Toxicity0.0000024012336
Low Tox 0.00057744194
Dec 13, 2025
thats bs none for the next 5 years then back to 200000 like it used to be and only those with skills and they will need to learn english
thats bs none for the next 5 years then back to 200000 like it used to be and only those with skills and they will need to learn english
Identity Attack0.0000930994
Insult0.00017000348
Profanity0.000022312452
Threat0.00003339689
Severe Toxicity0.0000021373992
Low Tox 0.0004968769
Apr 14, 2025 7 likes
This is because the Canadian government fails to attract business migrations like they did in the old days some 40 plus years ago when I migrated to Canada from abroad as a entreprenuer.
This is because the Canadian government fails to attract business migrations like they did in the old days some 40 plus years ago when I migrated to Canada from abroad as a entreprenuer.
Identity Attack0.00009930971
Insult0.0001853153
Profanity0.000019003983
Threat0.000021120719
Severe Toxicity0.0000021212109
Low Tox 0.00048013427 Personal_Narrative
Apr 15, 2025 8 likes
PERMANENT. RESEDANTE. &. CITIZENSHIP. AFTER. 15. YEARS. RULE
PERMANENT. RESEDANTE. &. CITIZENSHIP. AFTER. 15. YEARS. RULE
Identity Attack0.0000759023
Insult0.00018720262
Profanity0.000018797853
Threat0.000028204984
Severe Toxicity0.0000020259624
Low Tox 0.00046479775 Policy_Critique
Apr 15, 2025
Haven't traveled outside the country in 15 years. No interest in going anywhere anyway.
Haven't traveled outside the country in 15 years. No interest in going anywhere anyway.
Identity Attack0.000102789854
Insult0.00016099545
Profanity0.000019404317
Threat0.000021340047
Severe Toxicity0.0000021628662
Low Tox 0.00044381074
Dec 7, 2025 3 likes
Who from any country would want to go there for at least the next three years.
Who from any country would want to go there for at least the next three years.
Identity Attack0.000083624334
Insult0.00016774867
Profanity0.000021594431
Threat0.000025533862
Severe Toxicity0.0000020427792
Low Tox 0.00043203885 Fear_Threat
Dec 9, 2025
American save 35 millions by years for oir electricity grace to canada
American save 35 millions by years for oir electricity grace to canada
Identity Attack0.00006235581
Insult0.00017972717
Profanity0.000020622007
Threat0.000025386555
Severe Toxicity0.0000021092605
Low Tox 0.0004181024 Unverified_Claim
Dec 8, 2025
Born and raised in canada … 5 generations … I no longer have a doctor (last 6 years). On a waitlist!!???
Born and raised in canada … 5 generations … I no longer have a doctor (last 6 years). On a waitlist!!???
Identity Attack0.00006266972
Insult0.00017574274
Profanity0.000016628395
Threat0.000024624645
Severe Toxicity0.0000019114266
Low Tox 0.00040123044
Apr 16, 2025 6 likes
This is perfect step from USA. When you say "Canadian", you need to understand and admit that the composition of "Canadian population" has changed substantially over the past few years. I wish Canada also takes …
This is perfect step from USA. When you say "Canadian", you need to understand and admit that the composition of "Canadian population" has changed substantially over the past few years. I wish Canada also takes enough security steps before getting influx. It is not the country where from you come, it is who is coming. And, if one has clean records, what should one worry?
Identity Attack0.000120073375
Insult0.00013968495
Profanity0.000021232883
Threat0.000024228715
Severe Toxicity0.0000028339366
Low Tox 0.0003879494
Dec 8, 2025 10 likes
3 more years
3 more years
Identity Attack0.0000530298
Insult0.00015074108
Profanity0.00002032762
Threat0.000021393127
Severe Toxicity0.0000021864507
Low Tox 0.00035198935
Dec 7, 2025 4 likes
We are prepared, we dont go.. 3 year it will be fine ..
We are prepared, we dont go.. 3 year it will be fine ..
Identity Attack0.000054613123
Insult0.00010738038
Profanity0.000020711901
Threat0.000031105326
Severe Toxicity0.0000030533436
Low Tox 0.00028055688
Dec 10, 2025
I went earlier this year. I was the only vehicle at what typically would be a very busy crossing. The only difference, while in the lane, they asked me to open my trunk and examined …
I went earlier this year. I was the only vehicle at what typically would be a very busy crossing. The only difference, while in the lane, they asked me to open my trunk and examined the contents while I remained in the lane. I went forward with no issues. I was not stopped coming back. Before you go, make sure your vehicle is clear of any thing that could generate additional questions.
Identity Attack0.00004452459
Insult0.00012055086
Profanity0.000018495342
Threat0.00001990034
Severe Toxicity0.000003142657
Low Tox 0.00025909377 Personal_Narrative
Dec 9, 2025 1 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.