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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: "DO not bring to The …" 648 comments · Page 6 of 26
The truth about why the driving sucks. The government has hired a bunch on Indian immigrants to run our version of the “dmv” and they issue other Indians full licenses without ever doing the written …
The truth about why the driving sucks. The government has hired a bunch on Indian immigrants to run our version of the “dmv” and they issue other Indians full licenses without ever doing the written driving test or practical driving test. So they get real licenses without ever being tested or having to practice with a full licensed driver for 9 month to a year before getting their G2 which is the middle license after a G2 and 5 years you then do another driving test and get you G license (specific to Ontario). They just walk in pay and leave with a G license. The other corrupt part of this is the licenses issuers have a quota of fails to hit every day and because they pass all the Indians they fail the white kids and adults to meet their quota. We actively avoid getting our licenses at heavily Indian populated areas to avoid being failed solely because we are white and they need to meet their quota. This is becoming increasingly more difficult as the government continues to bring in an unsustainable number of Indian immigrants
Identity Attack0.40713623
Insult0.45135358
Profanity0.36230123
Threat0.011638066
Severe Toxicity0.023880709
Moderate 0.46716887 Constructive 0.521
Jan 27, 2026 Inside Canada's Indian Invasion...
Whats not fair is that they came here for a better life and now our quality of life has suffered. Every person will tell you how things have changed negatively because of the Indians, Punjabi's …
Whats not fair is that they came here for a better life and now our quality of life has suffered. Every person will tell you how things have changed negatively because of the Indians, Punjabi's and Pakistanis. None of them aligns with Canadian values. I feel its very rude and nerve-racking of them to come here and then try to change our culture to look like what they just came from. They are a dirty people. They have no rules when it comes to cleanliness in their food factories. They literally use their filthy feet to help in the preparation of food that is shipped to Western countries. Its a common agreement that we dont want them here. Even natural-born Indians dont want them here. They know how disgusting their hygiene practises are. I went to an indian resteraunt with a friend of mine and i could see into the kitchen and the guy who was cooking was barefooted and as he came to deliver the food he slid into a pair of slippers. I asked him if he was cooking in bare feet and he lied saying OHHH no maam and then he lifted his foot. I looked at my friend and said this is grose and im going to McDonalds. And everyone in Mcdonalds was Indian too. FUCC that. Canada doesnt even look Canadian anymore. We honestly look Asian and its the Liberals who are doing it. Get rid of White Canadians. Bring in Dumb down indians and they will never lose another election
Identity Attack0.48990932
Insult0.48313886
Profanity0.18049006
Threat0.01254427
Severe Toxicity0.023552058
Moderate 0.45921504 Constructive 0.639
Jan 27, 2026 Inside Canada's Indian Invasion...
human tragedy, what a load of bollocks. Immigration means integration, something that is not happening when they all want to stay around Montreal, and bring the grandparents. Canadians First for our Social Services, Homes and …
human tragedy, what a load of bollocks. Immigration means integration, something that is not happening when they all want to stay around Montreal, and bring the grandparents. Canadians First for our Social Services, Homes and TAX Credits!
Identity Attack0.27682206
Insult0.48627716
Profanity0.22713706
Threat0.008531082
Severe Toxicity0.02258113
Moderate 0.4574824 Constructive 0.538 Policy_Critique
Nov 24, 2025 Quebec Ends Economic Immigration Program …
canada just taking good for nothing indians who would have scammed in india too. they are letting in gangsters and terr*rists, even though the indian gov warns them they still do it. smart indians go …
canada just taking good for nothing indians who would have scammed in india too. they are letting in gangsters and terr*rists, even though the indian gov warns them they still do it. smart indians go to the US not canada, you bring in the blue collar of india what do you expect
Identity Attack0.5135796
Insult0.40975618
Profanity0.07676199
Threat0.025789235
Severe Toxicity0.023076924
Moderate 0.45703048 Low Con 0.22 Identity Attack Unverified_Claim
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I noticed a lot of these people move to the US and Canada and other countries to get away from their own people and then here they come. A lot of them don't like it …
I noticed a lot of these people move to the US and Canada and other countries to get away from their own people and then here they come. A lot of them don't like it or they would have stayed in their own country They are making the US and other countries and to their country They're bringing their same s***** ways to other people's country and cultures and I cannot believe the US and other countries are okay with this It's not just the Indians It's a Arabs the Mexicans the Asians Everybody leaves their country to come to better countries and still do the same s*** It's just crazy to me They should have stayed at home These people are nasty inside and out. 🤔🤨😔😷🤢🤮😡 And we know that white dude is just straight racist. Poor white trash. 👹
Identity Attack0.48915586
Insult0.40420914
Profanity0.40670946
Threat0.01750142
Severe Toxicity0.072789766
Moderate 0.45549932 Moderate Con 0.472 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
CARNEY WANTS TO BRING H1B VISA HOLDERS INDIANS TO CANADA SO THEY CAN STEAL CANADIANS JOBS
CARNEY WANTS TO BRING H1B VISA HOLDERS INDIANS TO CANADA SO THEY CAN STEAL CANADIANS JOBS
Identity Attack0.48949075
Insult0.37733194
Profanity0.069969244
Threat0.02803385
Severe Toxicity0.023076924
Moderate 0.45549932 Low Con 0.219
Sep 29, 2025 IRCC Names India in Study …
Canada is bring people from Punjab who are criminals and have money. They take the money and bring them in and create havoc for local Canadians and they have ruined the image of long time …
Canada is bring people from Punjab who are criminals and have money. They take the money and bring them in and create havoc for local Canadians and they have ruined the image of long time loyal Canadian Indians now with a bad alnake and have to deal with racist people all the time
Identity Attack0.48949075
Insult0.45758462
Profanity0.06495911
Threat0.012181788
Severe Toxicity0.023076924
Moderate 0.45549932 Moderate Con 0.479 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
too many immigrunts voting for the libratards, because they are the ones bringing in the immigrunts in the first place, ive been coservative for the past ten years now and the libratards are always finding …
too many immigrunts voting for the libratards, because they are the ones bringing in the immigrunts in the first place, ive been coservative for the past ten years now and the libratards are always finding a ways to stay in office and have these people vote libratard for them to stay in the country that the libratards get in every time and its killing this country...............pp for pm...............!!!!!!👍👍👍👍👍👍👍
Identity Attack0.43896464
Insult0.42743355
Profanity0.18786818
Threat0.13700877
Severe Toxicity0.02383376
Moderate 0.45243698 Moderate Con 0.367 Unverified_Claim
Sep 8, 2025 Why Canadians Are Turning Against …
Stop bringing more immigration in to this country. Canada is over flooding with a lot of people and deport all immigrants back to their country
Stop bringing more immigration in to this country. Canada is over flooding with a lot of people and deport all immigrants back to their country
Identity Attack0.21066357
Insult0.027774516
Profanity0.00014489304
Threat0.03052108
Severe Toxicity0.00003161679
Moderate 0.4515232 Call_To_Action
Mar 4, 2026 2.9 million Canadian temporary visas …
I am not anti migration but I am against those who come here and will not assimilate to Canadian ways but bring with them the crap they left their own Country for and are ruining …
I am not anti migration but I am against those who come here and will not assimilate to Canadian ways but bring with them the crap they left their own Country for and are ruining Canada it's time to shut the door and make new rules when Migrants want to live in Canada they have to Assimilate to Canadian customs and laws .
Identity Attack0.3857254
Insult0.4596616
Profanity0.33453682
Threat0.013372798
Severe Toxicity0.023076924
Moderate 0.45090583 Constructive 0.546
Aug 29, 2025 Why Canadians Are Turning Against …
Canada is now the shining city on the hill for the mooches of the world who happen to vote Liberal. Bring us you unemployable, your sick, your handicapped, your elderly and your mentally ill. The …
Canada is now the shining city on the hill for the mooches of the world who happen to vote Liberal. Bring us you unemployable, your sick, your handicapped, your elderly and your mentally ill. The able bodied Canadians will take care of them.
Identity Attack0.3857254
Insult0.47384647
Profanity0.038655918
Threat0.0130621
Severe Toxicity0.023076924
Moderate 0.45090583 Low Con 0.231
Jun 19, 2025 How Canada broke its immigration …
INDIA AND PAKISTAN ARE BOTH ABUSING THE SYSTEM AND SCREAMING INTO CANADA. And with the new CORRUPT CRIMINAL GOVERNMENT allowing them to bring in their OLD FAMILY MEMBERS IN TOTAL, we in Canada will be …
INDIA AND PAKISTAN ARE BOTH ABUSING THE SYSTEM AND SCREAMING INTO CANADA. And with the new CORRUPT CRIMINAL GOVERNMENT allowing them to bring in their OLD FAMILY MEMBERS IN TOTAL, we in Canada will be out populated in a few years. BY LITERAL CRIMINALS. So WHY are these officials not being held to the law and SHOWING THAT THEY ARE ALREADY GUILTY OF TREASON!
Identity Attack0.41222036
Insult0.46476576
Profanity0.050680235
Threat0.015602129
Severe Toxicity0.023076924
Moderate 0.45090583 Moderate Con 0.388 Unverified_Claim
Sep 30, 2025 3 likes IRCC Names India in Study …
Canada went from bringing in skilled, educated people, to bringing in swindlers, thieves and freeloaders. Canada is lost.
Canada went from bringing in skilled, educated people, to bringing in swindlers, thieves and freeloaders. Canada is lost.
Identity Attack0.35299334
Insult0.48627716
Profanity0.038655918
Threat0.010162249
Severe Toxicity0.017481172
Moderate 0.44933176 Moderate Con 0.305
Jun 19, 2025 2 likes How Canada broke its immigration …
I’ve said it once I’ll say it again for those in the back. If you’re an immigrant here bring the good parts of your country and culture and leave the garbage stuff behind AND ASSIMILATE! …
I’ve said it once I’ll say it again for those in the back. If you’re an immigrant here bring the good parts of your country and culture and leave the garbage stuff behind AND ASSIMILATE! be part of Canada that’s it
Identity Attack0.39207554
Insult0.46923602
Profanity0.15283443
Threat0.0074565844
Severe Toxicity0.019482423
Moderate 0.4421347 Moderate Con 0.421 Policy_Critique
Aug 26, 2025 39 likes Why Canadians Are Turning Against …
Bring in Indians, and your country becomes another India. Bring in Arabs ,your country becomes Arabia😂
Bring in Indians, and your country becomes another India. Bring in Arabs ,your country becomes Arabia😂
Identity Attack0.50515443
Insult0.26196828
Profanity0.13256322
Threat0.13515437
Severe Toxicity0.13073033
Moderate 0.4398409 Low Con 0.094 Identity Attack Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The reason why we are fed up of these immigrants is because they bring their bad manners and bad behaviour with them in Canada
The reason why we are fed up of these immigrants is because they bring their bad manners and bad behaviour with them in Canada
Identity Attack0.48990932
Insult0.40243408
Profanity0.059948977
Threat0.010421164
Severe Toxicity0.02116089
Moderate 0.43965456 Moderate Con 0.323 Identity_Assertion
Sep 13, 2025 Why Canadians Are Turning Against …
Well India everywhere even in Indonesia we have Tamil descendants bring by British in sumatera as slavery for plantations now they have many descendants, well we see them have DIRTY bloodline as slave and they …
Well India everywhere even in Indonesia we have Tamil descendants bring by British in sumatera as slavery for plantations now they have many descendants, well we see them have DIRTY bloodline as slave and they have darkest brown skin(KELING) and we calling them "KELING" people because sunburns when they worked as farmers
Identity Attack0.4830652
Insult0.40243408
Profanity0.26607355
Threat0.13245705
Severe Toxicity0.16960317
Moderate 0.4394682 Moderate Con 0.493
Aug 27, 2025 Why Canadians Are Turning Against …
Please do one about how Hispanics are literally stealing every job and bringing their cousins along in California to work with them their ain't no work because they bring their entire family on board. I …
Please do one about how Hispanics are literally stealing every job and bringing their cousins along in California to work with them their ain't no work because they bring their entire family on board. I promise you everywhere in so cal and NorCal is Hispanic workers working barely any other races.
Identity Attack0.5135796
Insult0.3388922
Profanity0.114160895
Threat0.013528148
Severe Toxicity0.023076924
Moderate 0.43720075 Constructive 0.587 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
That guy who said we have down syndrome from subsahara is wrong. Provably himself is failed in life and that brings in hurt
That guy who said we have down syndrome from subsahara is wrong. Provably himself is failed in life and that brings in hurt
Identity Attack0.23922618
Insult0.46173862
Profanity0.1854088
Threat0.037530303
Severe Toxicity0.023076924
Moderate 0.43475235 Low Con 0.297 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Wtf? I thought liberals just let them in for free. Is this a conservative action to bring an in app or something
Wtf? I thought liberals just let them in for free. Is this a conservative action to bring an in app or something
Identity Attack0.041003603
Insult0.19734058
Profanity0.47435758
Threat0.009929225
Severe Toxicity0.023076924
Moderate 0.43475235 Moderate Con 0.305
Nov 20, 2025 1 likes Thousands of refugees allowed into …
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our …
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our movies, award shows, Olympic shows, they se xualize children and trans is another way to castrate to end goal of legalizing pe do phelia. Demonize Christianity as our God is the only one they fear. Take total control of everything in our lives until we give up. The government gave us maid, the bioweapon needle of which Trudeau owns a patent. The immigrants don’t care as government funds them with tax payer dollars yearly (from an immigrant $82 000. Per yr) I worked for 30 yrs and never made that amount. So bankrupting our pension funds because pretty sure that was done decades ago purposefully. Immigrants get way more than a persons pension which is no longer enough to live on and if you get sick you can opt out of life. Globalists are a death cult. You can see it in the decline destruction of so many countries, how they go after children, the men and women born to their countries, how they cause division, how they laugh in our faces. So immigrants if you think that you have it made don’t be surprised when they come for you. Trump is the only leader who is taking these people out. He has people behind him protecting him. He has been in a war with the globalists since he was first elected president. Before Trump there were people fighting against the plans of these elites. They feed on fear, hopelessness, anger, despair, so do not let them put you in that low vibration. Be hopeful, loving, joyful, peaceful, show strength protest the government, the judiciary look into common law as opposed to maritime law. We have been lied to about history, medicine, natural medicine they demonized, religion, education, etc Think critically, and pray get close to God.
Identity Attack0.42615733
Insult0.40420914
Profanity0.22889622
Threat0.13127698
Severe Toxicity0.02378681
Moderate 0.43230394 Constructive 0.614
Sep 8, 2025 Why Canadians Are Turning Against …
I tell what! Out with that people all they bring dirtyness and sickness
I tell what! Out with that people all they bring dirtyness and sickness
Identity Attack0.072601855
Insult0.4339631
Profanity0.14402086
Threat0.01698343
Severe Toxicity0.016771052
Moderate 0.43230394 Low Con 0.249 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
They left their country because they were promised a better life….once they arrive I am wondering if they are told differently. Are they told what to do what to say. Are the well connected immigrants …
They left their country because they were promised a better life….once they arrive I am wondering if they are told differently. Are they told what to do what to say. Are the well connected immigrants getting the jobs? Not all immigrants have jobs. I am sure the ones who don’t have jobs are worried wondering if they should go back to their country even if it means being shamed. Darn if they do darn if they don’t. The Liberal made this mess and they should fix it! If they can’t then they should step aside and let the Conservatives try fixing what’s wrong with our Country! There needs to be a revival in Canada. We need things reformed, re-established. We need new standards in place and bring alignment back to where things have gone off. To the Liberal voters… ”I hope you have realized by now what you have done by voting for the Liberals. It’s up to you now to step out of your safe zone, your cocoon and protest and demand that Mark Carney put aside his stupid idea of net zero policy before he goes further in destroying Canada as we know it.
Identity Attack0.33060804
Insult0.40243408
Profanity0.41081807
Threat0.016292779
Severe Toxicity0.02373986
Moderate 0.43230394 Constructive 0.671
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Sorry, they don't bring anything, they only hire their own, rent to their own etx.. the new batch is even worse,they dont integrate whatsoever, English not a chance!! They take all min wage jobs etc …
Sorry, they don't bring anything, they only hire their own, rent to their own etx.. the new batch is even worse,they dont integrate whatsoever, English not a chance!! They take all min wage jobs etc Canada Imports da 3rd, become da 💩 world!!
Identity Attack0.30103904
Insult0.4302003
Profanity0.2298641
Threat0.009981008
Severe Toxicity0.022452017
Moderate 0.42985553 Moderate Con 0.358 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Scamming their way into the West is an industry to India. Not wanting your country to turn into India is not "racist"- that word lost all meaning. You know what's hateful? The massive theft and …
Scamming their way into the West is an industry to India. Not wanting your country to turn into India is not "racist"- that word lost all meaning. You know what's hateful? The massive theft and car-jackings, taking jobs from our youth and causing a job crisis, taking advantage of our refugee system and taking advantage of our food banks. How about the insane amount of SA crimes on children, and bringing their turf wars here. They gotta go, we're so bloody sick of India. India and China needs to leave our country. Lock the doors
Identity Attack0.46028158
Insult0.40975618
Profanity0.2188925
Threat0.064969026
Severe Toxicity0.023645958
Moderate 0.4274071 Constructive 0.65 Fear_Threat
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …

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.