reddittest.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [],
   "source": [
    "import praw\n",
    "import  sys\n",
    "from praw.models import MoreComments\n",
    "import pandas as pd\n",
    "import pprint\n",
    "from datetime import datetime , timedelta"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {},
   "outputs": [],
   "source": [
    "reddit = praw.Reddit(\n",
    "        client_id=\"Mf3cdHYsO1pTQ8SXMJWF6Q\",\n",
    "        client_secret=\"_5qEJwsVcGp1HUneUvTPOQfeNvWeKQ\",\n",
    "        user_agent=\"Collect to data visualize r/singapore\",#  description\n",
    "        password=\"Haresh_2255\",            \n",
    "        username=\"Apart_climate_8516\" # TODO make creds secure\n",
    "        )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "metadata": {},
   "outputs": [],
   "source": [
    "reddit.config.store_json_result = True\n",
    "reddit.config.logging =True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "False\n"
     ]
    }
   ],
   "source": [
    "print(reddit.read_only)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'Reddit' object has no attribute 'json_dict'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[1;32mc:\\Users\\hares\\singaporesub\\reddittest.ipynb Cell 5'\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> <a href='vscode-notebook-cell:/c%3A/Users/hares/singaporesub/reddittest.ipynb#ch0000017?line=0'>1</a>\u001b[0m reddit\u001b[39m.\u001b[39;49mjson_dict()\n",
      "\u001b[1;31mAttributeError\u001b[0m: 'Reddit' object has no attribute 'json_dict'"
     ]
    }
   ],
   "source": [
    "reddit.json_dict()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'Reddit' object has no attribute 'get_subreddit'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[1;32mc:\\Users\\hares\\singaporesub\\reddittest.ipynb Cell 5'\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> <a href='vscode-notebook-cell:/c%3A/Users/hares/singaporesub/reddittest.ipynb#ch0000016?line=0'>1</a>\u001b[0m reddit\u001b[39m.\u001b[39;49mget_subreddit(\u001b[39m'\u001b[39m\u001b[39msingapore\u001b[39m\u001b[39m'\u001b[39m)\n",
      "\u001b[1;31mAttributeError\u001b[0m: 'Reddit' object has no attribute 'get_subreddit'"
     ]
    }
   ],
   "source": [
    "reddit.get_subreddit('singapore')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'_fetched': False,\n",
      " '_path': 'r/singapore/',\n",
      " '_reddit': <praw.reddit.Reddit object at 0x000001F92A8FF0D0>,\n",
      " 'display_name': 'singapore'}\n"
     ]
    }
   ],
   "source": [
    "singaporesub = reddit.subreddit(\"singapore\")\n",
    "pprint.pprint(vars(singaporesub))\n",
    "posts = []\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['Good guy Serangoon hawker selling cai png from S$2 for past 10 years',\n",
       "  '',\n",
       "  'vqapia',\n",
       "  21,\n",
       "  0.92,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1656827655.0,\n",
       "  5,\n",
       "  Redditor(name='silentscope90210'),\n",
       "  27020,\n",
       "  'https://mothership.sg/2022/07/economy-rice-cheap/'],\n",
       " ['Marrying Muslim spouse advice',\n",
       "  'Hi all, \\n          I know this is a sensitive topic and works like to ask for practical advice. My sibling is thinking of meeting his Malay muslim girlfriend and he is rather confused ( so am i) about the rules. He does not want to convert to her religion and she does not want to convert to ours (Taoism). I understand in the past that, if one spouse is Muslim the other spouse had to convert to Islam. Is this true? And in this day and age are the marriages between non muslims and Muslims without any conversion? I hope i did not offend anyone. Please admin, if this topic too sensitive please delete. Thanks all.',\n",
       "  'vqaph2',\n",
       "  8,\n",
       "  0.79,\n",
       "  'Discussion',\n",
       "  1656827651.0,\n",
       "  17,\n",
       "  Redditor(name='gilamonster69'),\n",
       "  64,\n",
       "  'https://www.reddit.com/r/singapore/comments/vqaph2/marrying_muslim_spouse_advice/'],\n",
       " ['Forum: More substantial support needed for the sandwich generation',\n",
       "  '',\n",
       "  'vqapaj',\n",
       "  6,\n",
       "  1.0,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656827630.0,\n",
       "  3,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/opinion/forum/forum-more-substantial-support-needed-for-the-sandwich-generation'],\n",
       " ['Tim Allen on Lightyear film: ‘There’s really no Toy Story’s Buzz without Woody’',\n",
       "  '',\n",
       "  'vqab95',\n",
       "  0,\n",
       "  0.11,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656826112.0,\n",
       "  3,\n",
       "  Redditor(name='Great-Obligation-599'),\n",
       "  33351,\n",
       "  'https://cnalifestyle.channelnewsasia.com/entertainment/buzz-lightyear-film-tim-allen-chris-evans-pixar-319451'],\n",
       " [\"US linguists so tickled by Singapore's toilet etiquette posters, they wrote a paper on it\",\n",
       "  '',\n",
       "  'vqa9gd',\n",
       "  28,\n",
       "  0.89,\n",
       "  'News',\n",
       "  1656825919.0,\n",
       "  3,\n",
       "  Redditor(name='ukH5A'),\n",
       "  1770,\n",
       "  'https://www.straitstimes.com/life/us-linguists-so-tickled-by-singapores-toilet-etiquette-posters-they-wrote-a-paper-on-it'],\n",
       " [\"If you don't know the ground, how can you formulate policies?: S'pore's 'loving critic' Ngiam Tong Dow\",\n",
       "  '',\n",
       "  'vq9a2x',\n",
       "  49,\n",
       "  0.92,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1656822256.0,\n",
       "  20,\n",
       "  Redditor(name='SlashCache'),\n",
       "  4659,\n",
       "  'https://mothership.sg/2022/07/ngiam-tong-dow-singapore-loving-critic/'],\n",
       " ['SGDrips: A Guide to Colours for Fashion (Free tool included!)',\n",
       "  'When some redditors lowkey made fun of undertones in my [original guide](https://medium.com/@fureifurei/beyond-uniqlo-a-step-by-step-style-guide-for-sg-dudes-2e84f37e32eb), I chuckled in real-life. Because a rough draft of this post was in the back of my mind already.\\n\\n**Why bother with colours?**\\n\\nSimple - Just look around the mrt cabin. Almost everyone is in a neutral-coloured outfit, and our Mondays can hardly be any bluer. This means the bar is really quite low. So, once you pick an outfit in a colour that suits you, you\\'ll immediately look like you have character. \\n\\nI\\'d even say it\\'s the easiest and most affordable option available, if you want to stand out. For example, if you want to stand out through the texture and quality of your clothes, you\\'ll easily need to spend 3x and up. Not ideal if spending more than [$50 for a T-shirt](https://www.reddit.com/r/singapore/comments/vkw2o6/comment/idwev6p/?utm_source=share&utm_medium=web2x&context=3) is not for you.\\n\\nThe other thing is, if you go to any image consult that includes fashion advice, you\\'ll likely go through the colours for you bit. That\\'s how important it is. Just look at our dear Prime Minister LHL, there\\'s a good reason why he wears pinks and light blues. (You\\'ll learn why by the end of this post.)\\n\\n# Level 0 - I hate colours\\n\\nSome people like wearing only neutrals for various reasons, including:\\n\\n* Ease of dressing up\\n* Colour-blindness\\n* \"I work in a very serious industry\" \\n* \"I want to be taken seriously\"\\n* \"I like the aesthetic\"\\n* \"I really have no money bruh\"\\n\\nThat\\'s ok, you do you. Come back next week when we talk about Chino Shorts.🙂  \\n\\n\\n## Level 1 - Is there a TLDR version?\\n\\nOf course! Only 2 steps are required.\\n\\n* Go figure out if you\\'re [warm or cool undertoned](https://medium.com/@fureifurei/beyond-uniqlo-a-step-by-step-style-guide-for-sg-dudes-2e84f37e32eb). Then only buy and keep clothes that are in the corresponding set of neutrals+blue [here](https://imgur.com/HDv87iT).\\n* Buy a set of accessories (shoes, bag, cap, watch, etc) that are in your favourite colour. Bonus points if they match your undertone, and if you buy some tops in that colour too.\\n\\n## Level 2 - For the people who are willing to do a tiny bit more\\n\\nIf you feel the need to be somewhat in trend (or you don\\'t have a favourite colour), do this optional step: Once a year, in early December, find out the [Pantone Colour of the Year](https://www.pantone.com/color-of-the-year-2022) for next year. Then buy a new set of accessories in that colour. You can also try that colour out with one t-shirt.  \\n\\n\\n### Huh? What is the Pantone Colour of the Year?\\n\\nPantone provides a colour-matching and standardisation system for a wide number of industries. Basically, any respectable designer or OEM manufacturer from any country will have a Pantone chart. That\\'s how you can make sure your vendor in, say, Shenzhen (China) is seeing the exact same shade of blue as you in Singapore.\\n\\nSo, they run annual meetings/debates for color experts; based on this, they declare a so-called internationally recognised Colour of the Year. (Plus a set of complementary colour palettes.)This matters because designers all around the world will look at this, and take it into consideration.\\n\\nWhichever the case, you will likely find the colour readily available in the upcoming year. ***Making it easier to buy items/accessories that are in the same colour across many brands.*** (YEAH. This tip will make your life easier.)  \\n\\n\\n### Eh, the Pantone colour this year really doesn\\'t suit me leh. How siah?\\n\\nThree options:\\n\\n* Don\\'t buy that colour. (Duh. Don\\'t waste money on what you don\\'t actually enjoy!)\\n* Stick with bags/shoes only. (Not too close to your face, so much more forgiving.)\\n* Look at the Pantone palette or the year\\'s Spring/Summer [Fashion Report](https://www.pantone.com/articles/fashion-color-trend-report). Then pick a colour that you like. (This is based on the London and New York Fashion Weeks. There\\'s no better place to copy homework alr, k?)\\n\\nNow, if all you want is that little 10% bump in style, you can stop here and move on with your day. It will be enough for many people. For the people who are willing to dive deeper...  \\n\\n\\n## Level 3 - There are 12 Seasons, not 4.\\n\\nUsually, stylists/image consultants will go through personal colour analysis if you pay them. \\n\\nIf your parents did this exercise in their youth, the stylist will help them fit into one of these [4 colour seasons](https://imgur.com/7sxkXJT): Spring, Summer, Autumn, Winter\\n\\nSince then, it has evolved into 12 seasons. Probably because the original 4 didn\\'t have enough precision, people often look better with specific subsections of each season. For example, imagine a field of sunflowers vs a carribean beach. The colours of each scene is different, but they are both summer.\\n\\n  \\n**Without further ado, here are your** [**12 seasons**](https://www.canva.com/design/DAFFU3FrTLY/hiYii0AlplcS6Ch_M4-8qQ/watch?utm_content=DAFFU3FrTLY&utm_campaign=designshare&utm_medium=link&utm_source=publishsharelink)**!**  (Click the link for the tool.)\\n\\n  \\n**That\\'s A LOT of seasons. How do I know which one am I?**\\n\\nThe mindless and fun way to do it - Just place your finger/arm across the screen and swipe through these 12 frames till you find the one that looks right on you! (Do this exercise under natural sunlight, if possible.)\\n\\n  \\n**The more systematic way**\\n\\nFirst, answer these questions:\\n\\n* What is your skin\\'s undertone?\\n   * A) Warm\\n   * B) Cool\\n* How light is the colour of your hair?\\n   * A) Light Brown, Blond, White (Light to medium)\\n   * B) Brown to Dark Brown (Medium)\\n   * C) Black\\n* How fair/dark is your skin?\\n   * A) Fair (Caucasian, Northen Asian...)\\n   * B) Average (South East Asian, Middle Eastern, Latin American...)\\n   * C) Dark (South Indian, African...)\\n\\nAAA, AAB, ABA, ABB, ACA - >!Spring!<\\n\\nBAA, BAB, BBA, BBB - >!Summer!<\\n\\nAAC, ABC, ACB, ACC - >!Autumn!<\\n\\nBBB, BBC, BCA, BCB, BCC - >!Winter!<\\n\\n  \\nThen compare 3 types of each season, and see which one suits you best. Then screenshot it for your next shopping trip! That\\'s all. :)  \\n\\n\\n### Some questions/points that cropped up when I was studying this:\\n\\n* Does the fairness or darkness of my skin decide my season?\\n   * Not really. It\\'s mostly the warmth/coolness of your tone, the overall feel of your skin, plus contrast between your skin and your features.\\n* I can\\'t tell what my undertone is! (Even though I have tried the gold vs silver test.)\\n   * It probably means that you\\'re neutral-skinned person, so try:\\n      * Fair-skinned: Light Spring, Light Summer, Bright Spring, Soft Summer\\n      * Medium-skinned:  Bright Spring, Soft Summer, Soft Autumn, Bright Winter\\n      * Dark Skinned: Soft Autumn, Bright Winter, Dark Autumn, Dark Winter\\n* My skin is olive-toned.\\n   * Try: Soft Autumn and Soft Summer\\n* Why does LHL wear pink?\\n   * Coz he\\'s got white hair. So, combined with his warm-toned skin, he\\'s now solidly a Light Spring. Which is why light blue suits him too. The [oxblood brown shirt](https://www.youtube.com/watch?v=UL0l_gbCMPE) he wore for the 2004 National Day Rally will probably look horrid on him now. On a similar note, this is also why older Indian men often look so good in white. (YES. AGE CAN CHANGE YOUR SEASONAL COLOUR.)\\n\\n# What\\'s next:\\n\\n* Stay tuned for the medium edition of this post. Due to formatting challenges and sheer number of supporting images needed, I can only include the descriptions + finer details for each season there. Feel free to [follow me on Medium](https://medium.com/@fureifurei) if you want to be notified instantly on Tuesday.\\n* Apply, apply, apply. It takes a lot of practice to wear colours with finesse. As some of you may know, there are complementary colors, contrasting colours... Feel free to look it up and study how to apply.\\n* A final tip: It can look like you\\'re trying too hard if everything you wear is too coordinated. So, if you notice that, all you gotta do is swap one small item on you out for another. (Such as socks or your watch.)',\n",
       "  'vq99f6',\n",
       "  114,\n",
       "  0.92,\n",
       "  'Discussion',\n",
       "  1656822190.0,\n",
       "  15,\n",
       "  Redditor(name='freyasan'),\n",
       "  9746,\n",
       "  'https://www.reddit.com/r/singapore/comments/vq99f6/sgdrips_a_guide_to_colours_for_fashion_free_tool/'],\n",
       " ['Some TVB dramas are available for free on MeWatch',\n",
       "  '',\n",
       "  'vq90c7',\n",
       "  7,\n",
       "  0.73,\n",
       "  'Discussion',\n",
       "  1656821334.0,\n",
       "  5,\n",
       "  Redditor(name='SeniorCelery'),\n",
       "  919,\n",
       "  'https://www.mewatch.sg/list/TVB-Drama-289245'],\n",
       " [\"Tanya Chua crowned best female singer at Taiwan's Golden Melody Awards for record 4th time\",\n",
       "  '',\n",
       "  'vq8r5r',\n",
       "  90,\n",
       "  0.94,\n",
       "  'News',\n",
       "  1656820475.0,\n",
       "  20,\n",
       "  Redditor(name='chancethecorgi'),\n",
       "  12642,\n",
       "  'https://www.straitstimes.com/life/entertainment/tanya-chua-crowned-best-female-singer-at-taiwans-golden-melody-awards?utm_campaign=stfb&utm_medium=social&utm_source=facebook&fbclid=IwAR2XPgZ5Y4j5wbND-0k7Qw70EFup3VUtQGP3qGvZ59BK0WC3APsDbGU_3M4&fs=e&s=cl'],\n",
       " ['New version of automated immigration clearance system being trialled at Woodlands Checkpoint',\n",
       "  '',\n",
       "  'vq8d48',\n",
       "  17,\n",
       "  0.8,\n",
       "  'News',\n",
       "  1656819072.0,\n",
       "  9,\n",
       "  Redditor(name='Thefunincaifun'),\n",
       "  22118,\n",
       "  'https://www.channelnewsasia.com/singapore/woodlands-checkpoint-automated-immigration-clearance-system-cars-2785211'],\n",
       " ['Singapore takes zero tolerance approach on hate speech: Teo Chee Hean',\n",
       "  '',\n",
       "  'vq6i1y',\n",
       "  21,\n",
       "  0.78,\n",
       "  'News',\n",
       "  1656812785.0,\n",
       "  22,\n",
       "  Redditor(name='mailchecker'),\n",
       "  3727,\n",
       "  'https://www.channelnewsasia.com/singapore/singapore-zero-tolerance-hate-speech-teo-chee-hean-2720241'],\n",
       " [\"Low pay, gruelling hours, tedious work: Why Singapore's architecture graduates are drawing up exit plans\",\n",
       "  '',\n",
       "  'vq4y3l',\n",
       "  350,\n",
       "  0.99,\n",
       "  'News',\n",
       "  1656807477.0,\n",
       "  167,\n",
       "  Redditor(name='worldcitizensg'),\n",
       "  14577,\n",
       "  'https://www.channelnewsasia.com/singapore/low-pay-gruelling-hours-tedious-work-why-singapores-architecture-graduates-are-drawing-exit-plans-2763336'],\n",
       " ['Sers flat owners in Ang Mo Kio welcome new 50-year lease option for replacement units',\n",
       "  '',\n",
       "  'vq4qmm',\n",
       "  21,\n",
       "  0.92,\n",
       "  'News',\n",
       "  1656806788.0,\n",
       "  5,\n",
       "  Redditor(name='hydrangeapurple'),\n",
       "  8721,\n",
       "  'https://www.straitstimes.com/singapore/housing/sers-flat-owners-in-ang-mo-kio-welcome-new-50-year-lease-option-for-replacement-units'],\n",
       " ['/r/singapore random discussion and small questions thread for July 03, 2022',\n",
       "  'Talk about your day. Anything goes, but subreddit rules still apply. Please be polite to each other!',\n",
       "  'vq2aub',\n",
       "  8,\n",
       "  1.0,\n",
       "  None,\n",
       "  1656799213.0,\n",
       "  246,\n",
       "  Redditor(name='AutoModerator'),\n",
       "  1000,\n",
       "  'https://www.reddit.com/r/singapore/comments/vq2aub/rsingapore_random_discussion_and_small_questions/'],\n",
       " ['Baby endured 10 tubes in prostate for cancer radiation therapy at KKH, done first time for a child',\n",
       "  '',\n",
       "  'vpyaac',\n",
       "  30,\n",
       "  0.84,\n",
       "  'News',\n",
       "  1656787412.0,\n",
       "  1,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.todayonline.com/singapore/baby-10-tubes-prostate-cancer-radiation-therapy-kkh-first-child-1934781'],\n",
       " ['Co-living places for remote workers living in SG?',\n",
       "  'Wondering if there are recommendations for furnished places in SG? Planning to work remotely there for a bit. Looking for something under 2k/month.\\n\\nIdeally something like an apart-hotel where there are coliving spaces with other people similar age as me (mid 20s).\\n\\nThank you!\\n\\n(Prefer not using AirBNB. Chains are preferred. How much should I expect to pay per month? ).',\n",
       "  'vpx73r',\n",
       "  0,\n",
       "  0.46,\n",
       "  'Discussion',\n",
       "  1656784267.0,\n",
       "  13,\n",
       "  Redditor(name='awakerat'),\n",
       "  189,\n",
       "  'https://www.reddit.com/r/singapore/comments/vpx73r/coliving_places_for_remote_workers_living_in_sg/'],\n",
       " [\"'I held on to him until his heartbeat came to zero,' says father of toddler who died of Covid-19\",\n",
       "  '',\n",
       "  'vpv27p',\n",
       "  103,\n",
       "  0.89,\n",
       "  'News',\n",
       "  1656778133.0,\n",
       "  20,\n",
       "  Redditor(name='Thick_Eggplant_316'),\n",
       "  590,\n",
       "  'https://www.straitstimes.com/singapore/health/i-held-on-to-him-until-his-heartbeat-came-to-zero-says-father-of-toddler-who-died-of-covid-19'],\n",
       " ['Para-athletes to receive higher cash rewards for medal wins at major Games',\n",
       "  '',\n",
       "  'vpu25e',\n",
       "  47,\n",
       "  0.88,\n",
       "  'News',\n",
       "  1656775266.0,\n",
       "  10,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.channelnewsasia.com/sport/para-athlete-cash-rewards-enhanced-athletes-achievement-awards-snpc-2786626'],\n",
       " ['NDP National Education Show for Primary 5 pupils returns after 2 years',\n",
       "  '',\n",
       "  'vprk5a',\n",
       "  103,\n",
       "  0.9,\n",
       "  'News',\n",
       "  1656767670.0,\n",
       "  17,\n",
       "  Redditor(name='Jammy_buttons2'),\n",
       "  67721,\n",
       "  'https://www.straitstimes.com/singapore/ndp-national-education-show-for-primary-5-pupils-returns-for-the-first-time-in-3-years?utm_campaign=stfb&utm_medium=social&utm_source=facebook&fbclid=IwAR33-7MTyehnXnlDOREpU-KcxVnWjY5Dy0sL2puxfJKsFBaTCA93oHymk1M'],\n",
       " [\"'A single hanging of a drug trafficker is a tragedy; a million deaths from drug abuse is a statistic'\",\n",
       "  '',\n",
       "  'vpr2u9',\n",
       "  490,\n",
       "  0.91,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656766083.0,\n",
       "  275,\n",
       "  Redditor(name='yrt97'),\n",
       "  18611,\n",
       "  'https://www.straitstimes.com/opinion/a-single-hanging-of-a-drug-trafficker-is-a-tragedy-a-million-deaths-from-drug-abuse-is-a-statistic'],\n",
       " ['Crypto billionaire Zhu Su to sell Bukit Timah bungalow after company gets liquidated',\n",
       "  '',\n",
       "  'vpqg1d',\n",
       "  136,\n",
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       "  Redditor(name='MicrotechAnalysis'),\n",
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       "  'https://mothership.sg/2022/07/zhu-su-three-arrows-selling-gcb/'],\n",
       " [\"Lawyer suspended 5 years for 'lackadaisical' conduct that caused client to lose case\",\n",
       "  '',\n",
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       "  Redditor(name='Jonnyboo234'),\n",
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       "  'https://www.straitstimes.com/singapore/courts-crime/lawyer-suspended-5-years-for-lackadaisical-conduct-that-caused-client-to-lose-case'],\n",
       " ['Close to 18,000 dengue cases reported in first half of year, 3 times the number in 2021: NEA',\n",
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       "  Redditor(name='Thefunincaifun'),\n",
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       "  'https://www.straitstimes.com/singapore/close-to-18000-dengue-cases-reported-in-first-half-of-year-3-times-those-of-2021-nea'],\n",
       " ['Buyer of S$41.6m Tampines kopitiam also buys nearby coffeeshop for S$16.8m, only 1 stall to stay - The Independent Singapore News',\n",
       "  '',\n",
       "  'vpo8h3',\n",
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       "  Redditor(name='lobangbecausenomoney'),\n",
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       "  'https://theindependent.sg/buyer-of-s41-6m-tampines-kopitiam-also-buys-nearby-coffeeshop-for-s16-8m-only-1-stall-to-stay/'],\n",
       " ['The biggest risks to Singapore’s primacy in Asian finance are at home',\n",
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       "  Redditor(name='AsparagusTamer'),\n",
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       "  'https://sg.finance.yahoo.com/news/singapore-top-asian-finance-biggest-084950884.html'],\n",
       " [\"'He's a changed man': Cathay busker Jeff Ng's wife defends him as others spill on his 'entitled attitude', Lifestyle News\",\n",
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       "  'https://www.asiaone.com/lifestyle/hes-changed-man-cathay-busker-jeff-ngs-wife-defends-him-others-spill-his-entitled'],\n",
       " ['Ang Mo Kio Sers: New options of replacement flats with shorter leases of 50 years or less, says HDB letter to residents',\n",
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       "  'https://www.todayonline.com/singapore/ang-mo-kio-sers-new-options-replacement-flats-shorter-leases-50-years-or-less-says-hdb-letter-residents-1934871?fbclid=IwAR0E9z2tetjRIv8JElFpRqu1GfEprHRfyKPd8SOGCV7izm1ZTu0PXWxWm_Q'],\n",
       " ['Will Russia ‘punish’ Singapore, Japan and others with cyberattacks, trade restrictions?',\n",
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       "  Redditor(name='uncomfortablehistory'),\n",
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       "  'https://www.scmp.com/week-asia/politics/article/3183792/will-russia-punish-singapore-japan-and-others-cyberattacks-trade'],\n",
       " [\"Adulting 101: I take revenge on my lack of free time by delaying sleep at night, but I know it's time to stop\",\n",
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       "  'https://www.todayonline.com/singapore/adulting-101-i-take-revenge-my-lack-free-time-delaying-sleep-night-i-know-its-time-stop-1934691'],\n",
       " [\"Marquee, one of S'pore's largest clubs, jam packed on July 1 reopening night\",\n",
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       "  Redditor(name='unliketrap'),\n",
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       "  'https://mothership.sg/2022/07/marquee-reopen-crowded/'],\n",
       " ['Chill evening in Bugis',\n",
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       "  Redditor(name='hkstachee'),\n",
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       " ['Banana cake from Malaysia recalled over preservative levels: SFA',\n",
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       " ['Posting on behalf! Lost cat around Keat Hong Close area, block 803c',\n",
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       "  'I Made This',\n",
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       "  Redditor(name='zibin'),\n",
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       " [\"Letter of the week: Proud of minister Shanmugam's answers in interview\",\n",
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       " ['Singapore leaders congratulate China and Hong Kong on 25th handover anniversary',\n",
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       " [\"Newly famous busker Jeff Ng apologises publicly after ex-girlfriend calls him the 'worst person I’ve ever met'\",\n",
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       "  Redditor(name='risingsuncoc'),\n",
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       "  'https://mothership.sg/2022/07/cathay-busker-jeff-ng-ex-girlfriend-apology/'],\n",
       " ['/r/singapore random discussion and small questions thread for July 02, 2022',\n",
       "  'Talk about your day. Anything goes, but subreddit rules still apply. Please be polite to each other!',\n",
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       "  Redditor(name='AutoModerator'),\n",
       "  1000,\n",
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       " ['Our moment together, how I wish it lasted forever',\n",
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       "  'vp4hyc',\n",
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       "  Redditor(name='SummerPop'),\n",
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       "  'https://i.redd.it/urnh67iydz891.jpg'],\n",
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       "  'vp3wsz',\n",
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       "  Redditor(name='tommobile'),\n",
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       "  'https://youtu.be/kWGPuOSVPcw'],\n",
       " [\"went around town taking photos and here's what I got!\",\n",
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       "  Redditor(name='hkstachee'),\n",
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       " ['Woodlands MRT retail & F&B space opens, a collaboration with East Japan Railway Company',\n",
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       "  'https://mothership.sg/2022/07/woodlands-mrt-retail-fnb/?fbclid=IwAR1JjMEpXnm6_IMOAGlJKcZZQegqviJbMO0sUGLRjXaqnim01Pr76oZWy-c'],\n",
       " ['Adirondack forest rangers rescue hiker from Singapore who was lost for days',\n",
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       "  Redditor(name='uncomfortablehistory'),\n",
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       "  'https://www.channelnewsasia.com/singapore/omicron-5th-wave-covid19-coronavirus-infection-clinics-singapore-2784941'],\n",
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       " [\"S'pore teen asks High Court to block adoptive father, who killed his mother, from inheritance\",\n",
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       " ['got bat stuck at my window since 6pm, anyone know why, just screeching.',\n",
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       " ['MBS from Boat Quay',\n",
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       "  Redditor(name='AndyCas'),\n",
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       " ['Singaporeans can expect a warmer and drier July, after a rainy June. Expect temperatures to hit a high of around 35 deg C on several days',\n",
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       "  'https://www.straitstimes.com/singapore/warmer-and-drier-days-expected-for-first-half-of-july'],\n",
       " [\"Singaporean woman dies in car accident on Malaysia's East Coast Highway\",\n",
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       "  'https://www.channelnewsasia.com/asia/singapore-woman-dies-terengganu-highway-car-accident-2785161'],\n",
       " ['What is stopping the Singapore-Kuala Lumpur HSR line ?',\n",
       "  \"Why is it so hard to build and why Malaysian government seems to be against connecting their capital with one of the richest city in the world ? The distance is not too long and majority of Malaysia's population live in the Malay Peninsula and Malaysia itself is a medium income country, so there is literally no reason for this high speed rail line to not exist.\",\n",
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       " [\"There's a fb post by another local musician about the cathay busker that has gone viral for the wrong reasons\",\n",
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       " ['HIV self-test kits to be available under national programme from Aug 1 as infections fall further',\n",
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       "  'https://www.todayonline.com/singapore/hiv-self-test-kits-available-infections-fall-1934696'],\n",
       " ['Buyer of record S$41.6 million coffeeshop in Tampines purchases adjacent coffeeshop for S$16.8 million',\n",
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       "  'https://www.channelnewsasia.com/singapore/ns55-credits-lifesg-app-how-redeem-where-use-faq-2784876'],\n",
       " [\"Not lovin' it? Orders left uncollected as delivery riders allegedly boycott McDonald's at Elias Mall\",\n",
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       "  'https://mothership.sg/2022/07/vivo-city-poo/?fbclid=IwAR2hMEALkYO5af-hvkcimwJEduLJOATU7NOOWb_ASftVju8-V9gJVYNCzSg&mibextid=2Sb5Jz&fs=e&s=cl'],\n",
       " ['LTA awards 1-year licence to China’s bike-sharing giant Hello to operate 1,000 bicycles in Singapore',\n",
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       "  'News',\n",
       "  1656650771.0,\n",
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       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.todayonline.com/singapore/lta-awards-bike-sharing-hello-1934646'],\n",
       " ['Oh deer!',\n",
       "  '',\n",
       "  'vorz2w',\n",
       "  25,\n",
       "  0.79,\n",
       "  'News',\n",
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       "  14,\n",
       "  Redditor(name='litepad'),\n",
       "  1601,\n",
       "  'https://www.straitstimes.com/multimedia/photos/oh-deer-0'],\n",
       " [\"Don't jump up and down each time Mahathir speaks: Ng Eng Hen\",\n",
       "  '',\n",
       "  'vorudc',\n",
       "  211,\n",
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       "  'News',\n",
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       "  72,\n",
       "  Redditor(name='annoyedwityou'),\n",
       "  7116,\n",
       "  'https://sg.news.yahoo.com/dont-jump-up-and-down-each-time-mahathir-speaks-ng-eng-hen-040521874.html?fbclid=IwAR3syfqlZIq3kidhcNK9FEMKVghrfpTjIEV4Mc7WhuDbiVJks1vKV1NXIag'],\n",
       " [\"We Danced With Singapore's Oldest Malay Dancer | The Golden Years Ep5\",\n",
       "  '',\n",
       "  'voqkfk',\n",
       "  27,\n",
       "  0.8,\n",
       "  'Photos, Videos',\n",
       "  1656645276.0,\n",
       "  0,\n",
       "  Redditor(name='Bcpjw'),\n",
       "  142886,\n",
       "  'https://youtu.be/GlyEm8KrrOQ'],\n",
       " ['Study by SUSS, Mendaki finds strong link between PSLE grades and socio-economic status',\n",
       "  '',\n",
       "  'vopz33',\n",
       "  335,\n",
       "  0.97,\n",
       "  'News',\n",
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       "  128,\n",
       "  Redditor(name='ahwongwong'),\n",
       "  6235,\n",
       "  'https://www.straitstimes.com/singapore/parenting-education/study-by-suss-mendaki-finds-strong-link-between-psle-grades-and-socio-economic-status'],\n",
       " ['Man does sketches of strangers on MRT & surprises them with finished art',\n",
       "  '',\n",
       "  'vook3b',\n",
       "  0,\n",
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       "  'Tabloid/Low-quality source',\n",
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       "  10,\n",
       "  Redditor(name='justmewayne'),\n",
       "  28473,\n",
       "  'https://mothership.sg/2022/06/artist-draws-strangers-in-mrt/'],\n",
       " ['HDB resale and private property prices increased in Q2: Flash estimates',\n",
       "  '',\n",
       "  'voo1gn',\n",
       "  51,\n",
       "  0.93,\n",
       "  'Site altered headline',\n",
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       "  48,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/hdb-resale-and-private-property-prices-increased-in-q2-flash-estimates'],\n",
       " ['Crypto firm Three Arrows Capital faces MAS censure for giving false info, exceeding AUM limit',\n",
       "  '',\n",
       "  'vonme3',\n",
       "  91,\n",
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       "  1656636295.0,\n",
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       "  Redditor(name='Jammy_buttons2'),\n",
       "  67721,\n",
       "  'https://www.straitstimes.com/business/invest/more-trouble-flies-in-crypto-firm-three-arrows-capitals-way-for-giving-mas-false-info-exceeding-aum-limit?utm_campaign=stfb&utm_medium=social&utm_source=facebook&fbclid=IwAR3xZH7HosHKg7LJ8v8aW9iUaB4KSnESh07mrBHdzi_JP2MgLcMH6Y8Zbb0'],\n",
       " ['Pirate Ship at the Marina Bay (AI Generated)',\n",
       "  '',\n",
       "  'von8jq',\n",
       "  573,\n",
       "  0.95,\n",
       "  'I Made This',\n",
       "  1656635126.0,\n",
       "  38,\n",
       "  Redditor(name='d00psy'),\n",
       "  15041,\n",
       "  'https://i.redd.it/dlxi07a6pu891.png'],\n",
       " [\"NOC founder Ryan Tan returns $1,000 to stranger after netizens tell latter 'Ryan is rich'\",\n",
       "  '',\n",
       "  'vomg2t',\n",
       "  0,\n",
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       "  13,\n",
       "  Redditor(name='patricklhe'),\n",
       "  10231,\n",
       "  'https://www.asiaone.com/singapore/ex-noc-founder-ryan-tan-returns-1000-stranger-after-netizens-tell-latter-ryan-rich?utm_medium=Social&utm_source=Facebook&fbclid=IwAR3QJw-RqU_NkKZrsJ6mDnoX3HteGtYkvaM-XmxMyoHXiTnCiZxqO2YaRpo&fs=e&s=cl#Echobox=1656579510'],\n",
       " ['/r/singapore random discussion and small questions thread for July 01, 2022',\n",
       "  'Talk about your day. Anything goes, but subreddit rules still apply. Please be polite to each other!',\n",
       "  'vok4x6',\n",
       "  6,\n",
       "  0.64,\n",
       "  None,\n",
       "  1656626411.0,\n",
       "  768,\n",
       "  Redditor(name='AutoModerator'),\n",
       "  1000,\n",
       "  'https://www.reddit.com/r/singapore/comments/vok4x6/rsingapore_random_discussion_and_small_questions/'],\n",
       " ['Fewer suicides reported in Singapore in 2021',\n",
       "  '',\n",
       "  'voeszf',\n",
       "  43,\n",
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       "  'News',\n",
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       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/community/fewer-suicides-reported-in-singapore-in-2021'],\n",
       " ['4 winners for Jun. 30 Toto jackpot, each winner gets S$2.9 million',\n",
       "  '',\n",
       "  'voaeyl',\n",
       "  18,\n",
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       "  'Tabloid/Low-quality source',\n",
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       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://mothership.sg/2022/06/june-30-toto-win/'],\n",
       " ['Getting married during tiger year?',\n",
       "  \"I'm Malay and my fiancee's Chinese and we're looking to get married this year. For context her parents are Singaporean and Taiwanese. \\n\\nWe told them that we wanted to get married and (amongst other things) her mum was against it because she said it's a tiger year so it's not good for us to get married. I've talked to my many other Chinese peers and none of them has ever heard of this. \\n\\nIs this a serious pantang thing? We really want to get married asap, and would like to have some 3rd party advice/perspective on this.\",\n",
       "  'voa412',\n",
       "  6,\n",
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       "  'Discussion',\n",
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       "  Redditor(name='rhr90'),\n",
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       "  'https://www.reddit.com/r/singapore/comments/voa412/getting_married_during_tiger_year/'],\n",
       " [\"'Skull & Bones' obligated to release due to Ubisoft agreement with Singapore Government\",\n",
       "  '',\n",
       "  'vo9600',\n",
       "  128,\n",
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       "  Redditor(name='lobangbecausenomoney'),\n",
       "  13398,\n",
       "  'https://www.nme.com/news/gaming-news/skull-bones-obligated-release-ubisoft-signapore-government-agreement-3259430'],\n",
       " ['I Cleaned The Largest Dome In The World',\n",
       "  '',\n",
       "  'vo8os2',\n",
       "  1,\n",
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       "  'Photos, Videos',\n",
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       "  1,\n",
       "  Redditor(name='floatinglightly'),\n",
       "  3,\n",
       "  'https://youtu.be/Pp_6DB_C2Mc'],\n",
       " ['Dispute arose over $1 change 3 years ago, says Bukit Merah slashing victim',\n",
       "  '',\n",
       "  'vo8dxl',\n",
       "  29,\n",
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       "  Redditor(name='Alternative-Ad-7123'),\n",
       "  829,\n",
       "  'http://www.asiaone.com/singapore/dispute-arose-over-1-change-3-years-ago-says-bukit-merah-slashing-victim'],\n",
       " ['Early academic gaps between students too significant for comfort and must be closed: Tharman',\n",
       "  '',\n",
       "  'vo7tse',\n",
       "  171,\n",
       "  0.94,\n",
       "  'News',\n",
       "  1656594034.0,\n",
       "  123,\n",
       "  Redditor(name='Twrd4321'),\n",
       "  71807,\n",
       "  'https://www.straitstimes.com/singapore/parenting-education/early-academic-gaps-between-students-too-significant-for-comfort-and-must-be-closed-tharman'],\n",
       " [\"Migrant workers' experiences, contributions celebrated at new gallery\",\n",
       "  '',\n",
       "  'vo7shj',\n",
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       "  Redditor(name='Thefunincaifun'),\n",
       "  22118,\n",
       "  'https://www.straitstimes.com/singapore/migrant-workers-experiences-contributions-celebrated-at-new-gallery'],\n",
       " ['20% pay jump for first 2 batches of ITE work-study diploma graduates',\n",
       "  '',\n",
       "  'vo5iln',\n",
       "  57,\n",
       "  0.83,\n",
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       "  1,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/parenting-education/20-pay-jump-for-first-2-batches-of-ite-work-study-diploma-graduates'],\n",
       " ['Man emailed photos of his genitals to female police investigation officer, jailed 9 weeks',\n",
       "  '',\n",
       "  'vo5dya',\n",
       "  489,\n",
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       "  85,\n",
       "  Redditor(name='evilkim'),\n",
       "  11889,\n",
       "  'https://www.todayonline.com/singapore/email-obscene-photo-genitals-police-officer-1934411'],\n",
       " ['S$100 of NS55 credits to be disbursed to past and present national servicemen from Friday',\n",
       "  '',\n",
       "  'vo55g3',\n",
       "  146,\n",
       "  0.96,\n",
       "  'News',\n",
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       "  55,\n",
       "  Redditor(name='lobangbecausenomoney'),\n",
       "  13398,\n",
       "  'https://www.channelnewsasia.com/singapore/mindef-ns55-credits-disbursed-national-servicemen-nsmen-jul-1-2783091'],\n",
       " ['Curious about change in expat demography in Singapore',\n",
       "  \"This is a totally random question, but I'd like to know if anybody is interested to explain.\\n\\nTo give context, I used to live in Singapore for study and work back during 2007-2012. Stayed mostly in city center (Bugis, Clarke Quay, Orchard, City Hall etc). And at the time I left SG, I could hardly find any Anglo-Euro-foreigners/expats walking around the streets of Singapore. Even in drinking hotspots, they're not that easy to look for.\\n\\nThen came 2015 or so. I came back for a holiday to SG and was totally shocked to see the number of Anglo-Euro-foreigners have dramatically increased in the city center. It's like I can hardly walk down the streets without seeing at least a dozen of them in sight.\\n\\nI hope I don't sound racist, but I am genuinely curious. Why was this happening? Was there any sort of drastic change of foreign policies or something of that nature that stimulated a significant increase of Anglo/Euro foreigners in general?\",\n",
       "  'vo4dgv',\n",
       "  0,\n",
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       "  Redditor(name='gunduldulpacul'),\n",
       "  1,\n",
       "  'https://www.reddit.com/r/singapore/comments/vo4dgv/curious_about_change_in_expat_demography_in/'],\n",
       " [\"South-east Asia's largest suspended LED sky screen to be built in S'pore\",\n",
       "  '',\n",
       "  'vo3moj',\n",
       "  69,\n",
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       "  Redditor(name='AsparagusTamer'),\n",
       "  200,\n",
       "  'https://www.straitstimes.com/singapore/consumer/south-east-asias-largest-suspended-led-sky-screen-to-be-built-in-spore'],\n",
       " ['Singapore approves Indonesia as new source for chicken imports',\n",
       "  '',\n",
       "  'vo3e5d',\n",
       "  592,\n",
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       "  Redditor(name='hydrangeapurple'),\n",
       "  8721,\n",
       "  'https://www.channelnewsasia.com/singapore/indonesia-chicken-new-import-source-malaysia-ban-shortage-sfa-2782901'],\n",
       " [\"8 weeks' jail for CEO who assaulted cabby, dislocating victim's shoulder\",\n",
       "  '',\n",
       "  'vo2zv0',\n",
       "  150,\n",
       "  0.97,\n",
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       "  27,\n",
       "  Redditor(name='Thefunincaifun'),\n",
       "  22118,\n",
       "  'https://www.straitstimes.com/singapore/courts-crime/8-weeks-jail-for-ceo-who-assaulted-cabby-dislocating-victims-shoulder'],\n",
       " ['Man arrested after slashing incident in Jalan Bukit Merah',\n",
       "  '',\n",
       "  'vo19m5',\n",
       "  32,\n",
       "  0.85,\n",
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       "  8,\n",
       "  Redditor(name='uncomfortablehistory'),\n",
       "  5057,\n",
       "  'https://www.channelnewsasia.com/singapore/man-arrested-knife-attack-slash-head-jalan-bukit-merah-coffee-shop-2782356'],\n",
       " [\"2 men seek donations at Hougang HDB block at 1:21am, claim to be 'student volunteers' when they look 20ish, 30ish\",\n",
       "  '',\n",
       "  'vo13hd',\n",
       "  79,\n",
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       "  'Tabloid/Low-quality source',\n",
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       "  Redditor(name='premiumplatinum'),\n",
       "  2994,\n",
       "  'https://mothership.sg/2022/06/men-ask-donations/'],\n",
       " ['CNA Explains: Where are mortgage rates in Singapore headed and what should home owners do?',\n",
       "  '',\n",
       "  'vo0wg9',\n",
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       "  0.9,\n",
       "  'News',\n",
       "  1656568207.0,\n",
       "  19,\n",
       "  Redditor(name='threedrops'),\n",
       "  1001,\n",
       "  'https://www.channelnewsasia.com/singapore/mortgage-rates-singapore-rise-what-should-homeowners-do-cna-explains-fed-hike-2781191?cid=internal_sharetool_androidphone_30062022_cna'],\n",
       " ['2 people get jail for leaking deployment plan to help PMD riders avoid enforcement',\n",
       "  '',\n",
       "  'vnzsbj',\n",
       "  25,\n",
       "  0.78,\n",
       "  'News',\n",
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       "  Redditor(name='Thefunincaifun'),\n",
       "  22118,\n",
       "  'https://www.channelnewsasia.com/singapore/osa-leak-lta-enforcement-officer-deployment-plan-pmd-rider-2782416'],\n",
       " ['Singapore electricity tariffs for Q3 rise by 8.1 per cent amid global oil and gas crunch',\n",
       "  '',\n",
       "  'vnzpn7',\n",
       "  81,\n",
       "  0.95,\n",
       "  'News',\n",
       "  1656564095.0,\n",
       "  64,\n",
       "  Redditor(name='rowgw'),\n",
       "  25115,\n",
       "  'https://www.straitstimes.com/singapore/consumer/singapore-electricity-tariffs-for-q3-rise-by-81-per-cent-amid-global-oil-and-gas-crunch'],\n",
       " ['NTU students to send machine learning software to International Space Station',\n",
       "  '',\n",
       "  'vnzimk',\n",
       "  88,\n",
       "  0.88,\n",
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       "  4,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/environment/ntu-students-to-send-machine-learning-software-to-international-space-station'],\n",
       " ['Singapore Utility Uses Beer Made From Sewage to Educate People About Recycling - Bloomberg',\n",
       "  '',\n",
       "  'vnywu1',\n",
       "  0,\n",
       "  0.4,\n",
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       "  7,\n",
       "  Redditor(name='Mindless-Sherbert-18'),\n",
       "  29,\n",
       "  'https://www.bloomberg.com/news/articles/2022-06-30/singapore-utility-uses-beer-made-from-sewage-to-educate-people-about-recycling'],\n",
       " ['PSA: today is the LAST day you can open an SRS account to lock in penalty-free withdrawals at 62 years old',\n",
       "  '',\n",
       "  'vnyabr',\n",
       "  157,\n",
       "  0.94,\n",
       "  'Discussion',\n",
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       "  Redditor(name='Varantain'),\n",
       "  26231,\n",
       "  'https://www.iras.gov.sg/taxes/individual-income-tax/basics-of-individual-income-tax/special-tax-schemes/srs-contributions'],\n",
       " ['Commentary: The gap between Singapore and Hong Kong as financial hubs is narrowing',\n",
       "  '',\n",
       "  'vny83v',\n",
       "  30,\n",
       "  0.82,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656559270.0,\n",
       "  13,\n",
       "  Redditor(name='paintingcopper'),\n",
       "  1845,\n",
       "  'https://www.channelnewsasia.com/commentary/hong-kong-emigration-exodus-singapore-asian-financial-hub-zero-covid-finance-business-jobs-economy-2780811'],\n",
       " ['This trio founded Melvados to manufacture gourmet food, will soon open its 9th outlet',\n",
       "  '',\n",
       "  'vnxjf3',\n",
       "  70,\n",
       "  0.91,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1656557189.0,\n",
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       "  Redditor(name='vaultofechoes'),\n",
       "  243961,\n",
       "  'https://vulcanpost.com/793663/melvados-manufacture-gourmet-food-singapore'],\n",
       " ['Attitudes shifting on 377A but Singapore Government cannot ignore views of ‘middle ground’: Shanmugam',\n",
       "  '',\n",
       "  'vnx0os',\n",
       "  383,\n",
       "  0.87,\n",
       "  'News',\n",
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       "  Redditor(name='Paullesq'),\n",
       "  2654,\n",
       "  'https://www.channelnewsasia.com/singapore/attitudes-377a-shifting-singapore-cannot-ignore-views-middle-ground-shanmugam-bbc-interview-2780991'],\n",
       " ['Slowing Down Work',\n",
       "  '',\n",
       "  'vnwr4g',\n",
       "  9,\n",
       "  0.69,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656554824.0,\n",
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       "  Redditor(name='ukH5A'),\n",
       "  1770,\n",
       "  'https://lawgazette.com.sg/lifestyle/alter-ego/slowing-down-work/'],\n",
       " ['3 town councils given lower ratings for arrears management in service and conservancy charges: MND',\n",
       "  '',\n",
       "  'vnwmlf',\n",
       "  20,\n",
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       "  1656554453.0,\n",
       "  3,\n",
       "  Redditor(name='DrCalFun'),\n",
       "  104132,\n",
       "  'https://www.channelnewsasia.com/singapore/town-councils-marked-down-service-conservancy-charges-arrears-management-mnd-2781086'],\n",
       " ['Petrol prices may remain high on shortage of refining capacity, says Shell chief',\n",
       "  '',\n",
       "  'vnvzy4',\n",
       "  17,\n",
       "  0.72,\n",
       "  'News',\n",
       "  1656552582.0,\n",
       "  30,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/business/economy/petrol-prices-may-remain-high-on-shortage-of-refining-capacity-says-shell-chief'],\n",
       " ['51 Floors Above CBD, a Food Farm Offers Real Solutions to Food Scarcity',\n",
       "  '',\n",
       "  'vnvgbm',\n",
       "  4,\n",
       "  0.59,\n",
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       "  Redditor(name='hsakakibara1'),\n",
       "  3710,\n",
       "  'https://www.ricemedia.co/51-floors-above-food-farm-solutions-to-food-scarcity/?utm_source=substack&utm_medium=email'],\n",
       " [\"S'pore starts importing electricity from Laos' hydropower via Thailand & M'sia\",\n",
       "  '',\n",
       "  'vnvfqk',\n",
       "  29,\n",
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       "  'Tabloid/Low-quality source',\n",
       "  1656550912.0,\n",
       "  21,\n",
       "  Redditor(name='hsakakibara1'),\n",
       "  3710,\n",
       "  'https://mothership.sg/2022/06/singapore-imports-renewable-energy-electricity-laos/?utm_source=substack&utm_medium=email'],\n",
       " ['Singapore Based Crypto hedge fund Three Arrows Capital plunges into liquidation',\n",
       "  '',\n",
       "  'vngkuk',\n",
       "  24,\n",
       "  0.86,\n",
       "  'News',\n",
       "  1656511398.0,\n",
       "  16,\n",
       "  Redditor(name='aktivate74'),\n",
       "  759976,\n",
       "  'https://www.cnbc.com/2022/06/29/crypto-hedge-fund-three-arrows-capital-plunges-into-liquidation.html'],\n",
       " ['We were just driving by and this car was crashed into a lamppost',\n",
       "  '',\n",
       "  'vns17c',\n",
       "  0,\n",
       "  0.36,\n",
       "  'Photos, Videos',\n",
       "  1656541342.0,\n",
       "  8,\n",
       "  Redditor(name='Master_Isabelle'),\n",
       "  13835,\n",
       "  'https://i.redd.it/kgub1zhwfo891.jpg'],\n",
       " ['/r/singapore random discussion and small questions thread for June 30, 2022',\n",
       "  'Talk about your day. Anything goes, but subreddit rules still apply. Please be polite to each other!',\n",
       "  'vnrimu',\n",
       "  17,\n",
       "  0.76,\n",
       "  None,\n",
       "  1656540008.0,\n",
       "  710,\n",
       "  Redditor(name='AutoModerator'),\n",
       "  1000,\n",
       "  'https://www.reddit.com/r/singapore/comments/vnrimu/rsingapore_random_discussion_and_small_questions/'],\n",
       " ['FAQ: Singapore extends smoking ban to public parks and beaches from July - what you need to know',\n",
       "  '',\n",
       "  'vnli97',\n",
       "  183,\n",
       "  0.97,\n",
       "  'News',\n",
       "  1656524359.0,\n",
       "  45,\n",
       "  Redditor(name='Trojan_Elop'),\n",
       "  705,\n",
       "  'https://www.channelnewsasia.com/singapore/faq-smoking-ban-public-parks-gardens-beaches-nea-singapore-2780856?cid=internal_sharetool_androidphone_29062022_cna'],\n",
       " ['The force is strong in Hougang part 2 with appropriate music',\n",
       "  '',\n",
       "  'vnk9w9',\n",
       "  339,\n",
       "  0.95,\n",
       "  'Photos, Videos',\n",
       "  1656521223.0,\n",
       "  22,\n",
       "  Redditor(name='Pantsu_sniffer'),\n",
       "  1654,\n",
       "  'https://v.redd.it/d96cw9cial891'],\n",
       " ['Chopper man on the loose',\n",
       "  '',\n",
       "  'vnioze',\n",
       "  7,\n",
       "  0.63,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1656517116.0,\n",
       "  7,\n",
       "  Redditor(name='zennyultima'),\n",
       "  173,\n",
       "  'https://singaporeroadaccident.com/2022/06/29/chopper-man-on-the-loose'],\n",
       " [\"'You Malaysian, you want to catch Singaporean': Man smoking illegally challenges NEA officers, playing up their race and nationality\",\n",
       "  '',\n",
       "  'vnhk56',\n",
       "  119,\n",
       "  0.92,\n",
       "  'News',\n",
       "  1656514139.0,\n",
       "  17,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.asiaone.com/singapore/you-malaysian-you-want-catch-singaporean-man-smoking-illegally-challenges-nea-officers'],\n",
       " ['The force is strong in Hougang',\n",
       "  '',\n",
       "  'vngyho',\n",
       "  1539,\n",
       "  0.99,\n",
       "  'Photos, Videos',\n",
       "  1656512454.0,\n",
       "  82,\n",
       "  Redditor(name='Pantsu_sniffer'),\n",
       "  1654,\n",
       "  'https://v.redd.it/72falwahkk891'],\n",
       " [\"'This shop is like my child': Old-school bakery in Bedok sold for $4 million after a 3-year search for successor, Lifestyle News\",\n",
       "  '',\n",
       "  'vngu8j',\n",
       "  56,\n",
       "  0.94,\n",
       "  'News',\n",
       "  1656512125.0,\n",
       "  12,\n",
       "  Redditor(name='RozyBarbie'),\n",
       "  2198,\n",
       "  'https://www.asiaone.com/lifestyle/shop-my-child-old-school-bakery-bedok-sold-4-million-after-3-year-search-successor?utm_medium=Social&utm_source=Facebook#Echobox=1656502413'],\n",
       " ['Singapore reports 9,392 new COVID-19 cases, 1 death',\n",
       "  '',\n",
       "  'vnghls',\n",
       "  17,\n",
       "  0.7,\n",
       "  'News',\n",
       "  1656511174.0,\n",
       "  21,\n",
       "  Redditor(name='Thick_Eggplant_316'),\n",
       "  590,\n",
       "  'https://www.channelnewsasia.com/singapore/moh-new-covid-19-cases-deaths-hospital-imported-local-june-29-2776776'],\n",
       " ['Singapore’s surging rents shock expats and encourage scammers',\n",
       "  '',\n",
       "  'vnflzz',\n",
       "  73,\n",
       "  0.91,\n",
       "  'News',\n",
       "  1656508624.0,\n",
       "  90,\n",
       "  Redditor(name='Familiar-Mouse4490'),\n",
       "  16502,\n",
       "  'https://sg.finance.yahoo.com/news/singapores-surging-rents-shock-expats-and-encourage-scammers-022333223.html?guccounter=1&guce_referrer=aHR0cDovL20uZmFjZWJvb2suY29tLw&guce_referrer_sig=AQAAAHPbadHLK_H0Yt9GhVyLTbLZ6Rbr2GqVCHpv3fAE_6p-k6QM117fkIav6OgBf0N9eUYbCBDfITKlyXkOK9s21T5857HQOOBYuhHsHsSDRJ21a5mjUT-1GDG9RKCh4OhyfmMuQ2tUMJcPnEEEJ6EnJ10UF4KjFdx-NYp6LNvIfdOU'],\n",
       " ['career as a (female) pilot?',\n",
       "  'hi, ive been looking into careers and i’ve been really really interested in pursing a career as a pilot, commercial maybe. \\n\\ni was just wondering what routes i can take to be a pilot right after JC? i’m currently in the sci stream, am i at a disadvantage for not studying anything related to aviation or aerospace engineering? i’m not sure about the pre-requisites, like will my a level results play a big factor? \\n\\ni’ve also been worried that i may be too short as im currently about 158cm. ive looked into SYFC memberships but got bummed out when i saw that one of the requirements was that i’d have to be at least 162cm🥲 \\n\\n i’ve also found this: https://www.reviongroundschool.com/scholarship and i’m pretty interested in this scholarship and would like to prepare for it already but it seems like not much information is provided\\n\\nwould it be advisable for me to go to ns after jc? i heard i could get free training in saf then later go to commercial but is there any other routes? i’m currently a pr, but i’ve already applied for singapore citizenship a while ago and am still waiting for an approval. i assume it would be necessary for me to be sgean to even consider scholarships right?\\n\\nim sorry for all the questions but any sort of guidance would be appreciated!! thanks😭\\n\\nedit: i know more now thanks to all the responses, and i also know now that it seems i’m unfortunately lacking the height to be a pilot here. thank you guys for the help! :))',\n",
       "  'vne4ng',\n",
       "  2,\n",
       "  0.52,\n",
       "  'Discussion',\n",
       "  1656504040.0,\n",
       "  29,\n",
       "  Redditor(name='yousuckbye'),\n",
       "  125,\n",
       "  'https://www.reddit.com/r/singapore/comments/vne4ng/career_as_a_female_pilot/'],\n",
       " [\"BBC asked Shanmugam about S'pore's 'social controls', 'draconian' drug laws and Section 377A. Here's how he responded\",\n",
       "  '',\n",
       "  'vnd7ik',\n",
       "  220,\n",
       "  0.89,\n",
       "  'News',\n",
       "  1656500880.0,\n",
       "  188,\n",
       "  Redditor(name='meesiammaihum'),\n",
       "  23202,\n",
       "  'https://www.todayonline.com/singapore/bbc-hardtalk-podcast-shanmugam-gay-sex-drug-laws-1934106'],\n",
       " ['Court dismisses appeal of woman who tortured maid, says she seeks to blame anyone but herself',\n",
       "  '',\n",
       "  'vncfep',\n",
       "  160,\n",
       "  0.97,\n",
       "  'News',\n",
       "  1656497932.0,\n",
       "  30,\n",
       "  Redditor(name='Thefunincaifun'),\n",
       "  22118,\n",
       "  'https://www.straitstimes.com/singapore/courts-crime/court-dismisses-appeal-of-woman-who-tortured-maid-says-she-seeks-to-blame-anyone-but-herself'],\n",
       " ['Big crowds, big dreams: Meet Jeff Ng, the ‘Cathay busker’ who became a TikTok phenomenon',\n",
       "  '',\n",
       "  'vnb1cs',\n",
       "  20,\n",
       "  0.57,\n",
       "  'News',\n",
       "  1656492361.0,\n",
       "  47,\n",
       "  Redditor(name='DreamIndependent9316'),\n",
       "  229,\n",
       "  'https://cna.asia/3ORVYXw'],\n",
       " ['Large group of at least 40 cyclists cuts in front of bus at Telok Blangah road',\n",
       "  '',\n",
       "  'vnazqc',\n",
       "  82,\n",
       "  0.83,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1656492162.0,\n",
       "  34,\n",
       "  Redditor(name='premiumplatinum'),\n",
       "  2994,\n",
       "  'https://mothership.sg/2022/06/many-cyclists-tour-telok-blangah/'],\n",
       " ['BBC Hardtalk - Stephen Sackur vs K. Shanmugam',\n",
       "  '',\n",
       "  'vnadp8',\n",
       "  56,\n",
       "  0.9,\n",
       "  'Serious Discussion',\n",
       "  1656489608.0,\n",
       "  24,\n",
       "  Redditor(name='TemperatureFree1400'),\n",
       "  69,\n",
       "  'https://open.spotify.com/episode/0ej36yzRisZI0qopjsiIuE?si=kln0jtpSQ8iqSTNIEM9Isw&utm_source=copy-link'],\n",
       " ['High Court orders influencer Rachel Wong to turn over correspondence with two men to woman who accused her of infidelity',\n",
       "  '',\n",
       "  'vna8tv',\n",
       "  631,\n",
       "  0.97,\n",
       "  'News',\n",
       "  1656489035.0,\n",
       "  205,\n",
       "  Redditor(name='aeonshy'),\n",
       "  368,\n",
       "  'https://www.todayonline.com/singapore/high-court-rachel-wong-influencer-infidelity-anders-aplin-1934081'],\n",
       " [\"Police apologise after officer responds 'inappropriately' to onlookers near scene of death\",\n",
       "  '',\n",
       "  'vna8ql',\n",
       "  187,\n",
       "  0.96,\n",
       "  'News',\n",
       "  1656489026.0,\n",
       "  68,\n",
       "  Redditor(name='ILoveVitasoy'),\n",
       "  1070,\n",
       "  'https://www.channelnewsasia.com/singapore/spf-officer-posing-inappropriately-scene-death-police-apologise-2776656'],\n",
       " ['More Singapore residents are saying goodbye to cars & condos, in favour of mental wellbeing & quality time',\n",
       "  '',\n",
       "  'vn8xr4',\n",
       "  191,\n",
       "  0.91,\n",
       "  'News',\n",
       "  1656483942.0,\n",
       "  88,\n",
       "  Redditor(name='lobangbecausenomoney'),\n",
       "  13398,\n",
       "  'https://www.humanresourcesonline.net/more-singapore-residents-are-saying-goodbye-to-cars-condos-in-favour-of-mental-wellbeing-quality-time'],\n",
       " ['LTA traffic news documenting the path of obstacle',\n",
       "  '',\n",
       "  'vn8cjf',\n",
       "  262,\n",
       "  0.98,\n",
       "  'Photos, Videos',\n",
       "  1656481782.0,\n",
       "  14,\n",
       "  Redditor(name='iceballfunela218'),\n",
       "  2246,\n",
       "  'https://i.imgur.com/SZfT5xO.jpg'],\n",
       " [\"McDonald's to launch new Chicken McCrispy Salt & Pepper on 30 June\",\n",
       "  '',\n",
       "  'vn7c72',\n",
       "  352,\n",
       "  0.95,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656478266.0,\n",
       "  142,\n",
       "  Redditor(name='davechua'),\n",
       "  22184,\n",
       "  'https://confirmgood.com/post/mcdonalds-singapore-chicken-mccrispy-salt-pepper/'],\n",
       " ['Civil servant who lied he had Covid-19 to get out of research study fined S$5,000',\n",
       "  '',\n",
       "  'vn6i01',\n",
       "  129,\n",
       "  0.96,\n",
       "  'News',\n",
       "  1656475513.0,\n",
       "  27,\n",
       "  Redditor(name='Familiar-Mouse4490'),\n",
       "  16502,\n",
       "  'https://www.todayonline.com/singapore/civil-servant-covid-lie-ntu-study-1934051'],\n",
       " ['Welfare policies come with trade-offs, including need to raise taxes: Lawrence Wong',\n",
       "  '',\n",
       "  'vn5g4o',\n",
       "  105,\n",
       "  0.82,\n",
       "  'News',\n",
       "  1656472282.0,\n",
       "  310,\n",
       "  Redditor(name='Twrd4321'),\n",
       "  71807,\n",
       "  'https://www.straitstimes.com/singapore/politics/welfare-policies-come-with-trade-offs-including-need-to-raise-taxes-lawrence-wong'],\n",
       " ['China Street Fritters at Maxwell Food Centre selling price lowered from S$1 million to S$500,000',\n",
       "  '',\n",
       "  'vn31te',\n",
       "  192,\n",
       "  0.95,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1656465029.0,\n",
       "  84,\n",
       "  Redditor(name='unliketrap'),\n",
       "  4318,\n",
       "  'https://mothership.sg/2022/06/china-street-fritters-sale/'],\n",
       " ['Lorry driver gets jail, 8-year driving ban over fatal crash with speeding motorcyclist',\n",
       "  '',\n",
       "  'vn2zvu',\n",
       "  30,\n",
       "  0.85,\n",
       "  'News',\n",
       "  1656464866.0,\n",
       "  0,\n",
       "  Redditor(name='ColloquiallyFormal'),\n",
       "  4179,\n",
       "  'https://www.todayonline.com/singapore/fatal-crash-lorry-driver-jail-driving-ban-speeding-motorcyclist-1933901'],\n",
       " ['Toto top prize snowballs to S$8 million, 4 same numbers appear in June 23 & 27 results',\n",
       "  '',\n",
       "  'vn1es0',\n",
       "  60,\n",
       "  0.85,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1656460095.0,\n",
       "  16,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://mothership.sg/2022/06/toto-8-million/'],\n",
       " ['/r/singapore random discussion and small questions thread for June 29, 2022',\n",
       "  'Talk about your day. Anything goes, but subreddit rules still apply. Please be polite to each other!',\n",
       "  'vmz43y',\n",
       "  21,\n",
       "  0.84,\n",
       "  None,\n",
       "  1656453612.0,\n",
       "  796,\n",
       "  Redditor(name='AutoModerator'),\n",
       "  1000,\n",
       "  'https://www.reddit.com/r/singapore/comments/vmz43y/rsingapore_random_discussion_and_small_questions/'],\n",
       " ['Don Don Donki sushi discounts',\n",
       "  \"Is it just me? Or does Don Don Donki not give discounts on sushi even near closing time?\\n\\nI was just there at around 11, and the sushi platters left there didn't have any discounted price tags.\\n\\nIs this due to the effects of inflation?\",\n",
       "  'vmqcpq',\n",
       "  0,\n",
       "  0.32,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656431264.0,\n",
       "  17,\n",
       "  Redditor(name='lifesuxT_T'),\n",
       "  10,\n",
       "  'https://www.reddit.com/r/singapore/comments/vmqcpq/don_don_donki_sushi_discounts/'],\n",
       " [\"Moderate risk of severe haze in S'pore due to rising agricultural commodity prices: Report\",\n",
       "  '',\n",
       "  'vmpepk',\n",
       "  30,\n",
       "  0.89,\n",
       "  'News',\n",
       "  1656428744.0,\n",
       "  9,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/moderate-risk-of-severe-haze-this-year-due-to-rising-agricultural-commodity-prices-report'],\n",
       " [\"11,504 new Covid-19 cases in S'pore, more than double the infections a day ago\",\n",
       "  '',\n",
       "  'vmndl6',\n",
       "  349,\n",
       "  0.94,\n",
       "  'News',\n",
       "  1656423120.0,\n",
       "  206,\n",
       "  Redditor(name='PublicSummer0'),\n",
       "  5558,\n",
       "  'https://www.straitstimes.com/singapore/health/more-than-11500-new-covid-19-cases-reported-in-spore'],\n",
       " [\"Singaporean contests rape charges, says he 'accidentally slipped' into alleged victim, Singapore News\",\n",
       "  '',\n",
       "  'vmn3b5',\n",
       "  246,\n",
       "  0.97,\n",
       "  'News',\n",
       "  1656422259.0,\n",
       "  80,\n",
       "  Redditor(name='uncomfortablehistory'),\n",
       "  5058,\n",
       "  'https://www.asiaone.com/singapore/singaporean-contests-rape-charges-says-he-accidentally-slipped-alleged-victim'],\n",
       " ['Singapore to host first Tour de France street race event in Southeast Asia',\n",
       "  '',\n",
       "  'vmmh7q',\n",
       "  109,\n",
       "  0.93,\n",
       "  'News',\n",
       "  1656420400.0,\n",
       "  41,\n",
       "  Redditor(name='annoyedwityou'),\n",
       "  7116,\n",
       "  'https://www.todayonline.com/singapore/singapore-host-first-tour-de-france-street-race-event-southeast-asia-1933956?fbclid=IwAR34WxNCaLG-7VwDSS-qh3KzRFGzoOEDUibYekX5tG8-Lu5UyENU2l-ZyvA'],\n",
       " ['Suggessions to switch to MyRepublic Sim.',\n",
       "  'I thinking about switching to MyRepublic as my primary mobile sim network provider. What do you think? Is the coverage and 4G internet speed is good for regular use? How about the coverage in MRT tunnels?',\n",
       "  'vmmb9u',\n",
       "  2,\n",
       "  0.53,\n",
       "  'Discussion',\n",
       "  1656419876.0,\n",
       "  22,\n",
       "  Redditor(name='thisisshihan'),\n",
       "  15840,\n",
       "  'https://www.reddit.com/r/singapore/comments/vmmb9u/suggessions_to_switch_to_myrepublic_sim/'],\n",
       " [\"NUS students build Singapore's first electric race car; it goes from 0 to 100kmh in 3.9 seconds\",\n",
       "  '',\n",
       "  'vmld7r',\n",
       "  134,\n",
       "  0.9,\n",
       "  'News',\n",
       "  1656416973.0,\n",
       "  60,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/nus-students-build-singapores-first-electric-race-car-goes-from-0-to-100kmh-in-39-seconds'],\n",
       " ['1st Commando Battalion named SAF Best Combat Unit for 19th consecutive year',\n",
       "  '',\n",
       "  'vmkfms',\n",
       "  0,\n",
       "  0.23,\n",
       "  'News',\n",
       "  1656413723.0,\n",
       "  16,\n",
       "  Redditor(name='ukH5A'),\n",
       "  1770,\n",
       "  'https://www.straitstimes.com/singapore/1st-commando-battalion-named-saf-best-combat-unit-for-19th-consecutive-year'],\n",
       " ['Is there a dungeons and dragons community here that is welcoming to a complete beginner?',\n",
       "  'Well. Title\\n\\nIf there’s a D&D community that can educate me on the rules and etiquette I would love to know.',\n",
       "  'vmjbxc',\n",
       "  129,\n",
       "  0.97,\n",
       "  'Discussion',\n",
       "  1656409554.0,\n",
       "  54,\n",
       "  Redditor(name='Gohbraztsovashka'),\n",
       "  2188,\n",
       "  'https://www.reddit.com/r/singapore/comments/vmjbxc/is_there_a_dungeons_and_dragons_community_here/'],\n",
       " ['Love it or hate it, you can always GRABDURIAN',\n",
       "  '',\n",
       "  'vmi9bs',\n",
       "  34,\n",
       "  0.68,\n",
       "  'Photos, Videos',\n",
       "  1656405190.0,\n",
       "  8,\n",
       "  Redditor(name='homerulez7'),\n",
       "  3227,\n",
       "  'https://imgur.com/MtIWbm5.jpg'],\n",
       " ['moving to singapore',\n",
       "  \"Hey guys\\n\\nSo I've been looking to move my family out of the UK, there's nothing particularly bad about living here but there is nothing particularly great either. Living in the UK is very stable but chances are you are going to have an incredibly average life.\\n\\nOn paper, Singapore seems like a great option. As I understand it pretty much everybody speaks English and it's used as the primary language in most professional settings? \\n\\nA beautiful country, one of if not the cleanest country in the world with incredibly low crime rates and great education opportunities.\\n\\nI have a few concerns that I'm hoping you guys can answer though!\\n\\nHow in general are foreigners treated in Singapore?  Our plan would be to make a life there and obviously this would play an important part in how things went.\\n\\nHow likely are foreigners to get low-ish skilled jobs? I work as a stock controller in a warehouse which generally doesn't need qualifications as such, but prior experience in similar roles. My partner works in customer service.\\n\\nI understand the majority of people live in high rise buildings, are regular houses incredibly expensive? We would definitely rather live in a house or maybe a small block of flats with garden access.\\n\\nWe currently have a mortgage and if we were to sell our house we would have around £50,000 (84,978 singapore dollar), although we are debating not selling our house and just renting it for about £700 (1189 singapore dollar) a month. Would the sale of our home be a decent deposit to one day buy a house there? If we were to rent would 1189 be a good additional income along with our jobs?\\n\\nWould you say it's a requirement to learn Malay? We have absolutely no problem learning another language but if there is basically nobody who regularly speaks Malay then we would of course make it less of a priority.\\n\\nAnything else you think we should know?\\n\\nThanks for any advice\",\n",
       "  'vmhs01',\n",
       "  0,\n",
       "  0.41,\n",
       "  'Discussion',\n",
       "  1656403208.0,\n",
       "  73,\n",
       "  Redditor(name='IIPESTILENCEII'),\n",
       "  597,\n",
       "  'https://www.reddit.com/r/singapore/comments/vmhs01/moving_to_singapore/'],\n",
       " [\"Engineer, 64, is 1st S'porean to get Dutch knighthood for work on polders\",\n",
       "  '',\n",
       "  'vmhq5m',\n",
       "  357,\n",
       "  0.98,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1656402999.0,\n",
       "  19,\n",
       "  Redditor(name='risingsuncoc'),\n",
       "  36484,\n",
       "  'https://mothership.sg/2022/06/singaporean-engineer-dutch-knighthood/'],\n",
       " ['Man on trial for allegedly raping drunk woman after Chinese New Year party at KTV lounge',\n",
       "  '',\n",
       "  'vmhn92',\n",
       "  91,\n",
       "  0.95,\n",
       "  'News',\n",
       "  1656402669.0,\n",
       "  28,\n",
       "  Redditor(name='Familiar-Mouse4490'),\n",
       "  16502,\n",
       "  'https://www.todayonline.com/singapore/man-trial-alleged-rape-ktv-1933851'],\n",
       " [\"Lawrence Wong launches 'Forward S'pore' to set out road map for a society that 'benefits many, not a few'\",\n",
       "  '',\n",
       "  'vmh88h',\n",
       "  153,\n",
       "  0.87,\n",
       "  'News',\n",
       "  1656400964.0,\n",
       "  163,\n",
       "  Redditor(name='Thefunincaifun'),\n",
       "  22118,\n",
       "  'https://www.straitstimes.com/singapore/lawrence-wong-launches-forward-spore-to-set-out-roadmap-for-a-society-that-benefits-many-not-a-few'],\n",
       " ['Can Singapore’s hot weather make you prone to falling sick more easily?',\n",
       "  '',\n",
       "  'vmfnks',\n",
       "  64,\n",
       "  0.91,\n",
       "  'News',\n",
       "  1656394979.0,\n",
       "  16,\n",
       "  Redditor(name='lobangbecausenomoney'),\n",
       "  13398,\n",
       "  'https://cnalifestyle.channelnewsasia.com/wellness/heat-immune-system-drink-water-fall-sick-317786'],\n",
       " ['Son fought for his life, said father of Singapore toddler who died after getting Covid-19',\n",
       "  '',\n",
       "  'vme8nm',\n",
       "  44,\n",
       "  0.81,\n",
       "  'News',\n",
       "  1656389948.0,\n",
       "  4,\n",
       "  Redditor(name='patricklhe'),\n",
       "  10231,\n",
       "  'https://www.straitstimes.com/singapore/health/son-fought-for-his-life-said-father-of-singapore-toddler-who-died-after-getting-covid-19'],\n",
       " ['Why Singapore failed to develop a film industry like Hong Kong ?',\n",
       "  \"Both cities have similar population and per capita wealth and economy. They also became rich at the time. So why one did one developed a world famous film industry that gave us Jackie Chan and Bruce Lee while the other doesn't even have one ?\",\n",
       "  'vmdxsh',\n",
       "  446,\n",
       "  0.95,\n",
       "  'Discussion',\n",
       "  1656388943.0,\n",
       "  303,\n",
       "  Redditor(name='faith_crusader'),\n",
       "  12911,\n",
       "  'https://www.reddit.com/r/singapore/comments/vmdxsh/why_singapore_failed_to_develop_a_film_industry/'],\n",
       " ['I have some questions related to Singapre',\n",
       "  \"Hello, I am looking for information to be able to use in my essay relating to Singapore. I have a few questions and would be glad if any kind users would be keen to answering ^_^\\n\\n1. How is the homeless situation in Singapore? Is it visible (as in, do you often bump into the homeless while going around? Are there plenty of beggars? Do you often see people sleeping rough by the streets or shoplots?) \\n\\n2. Are there places that are considered buskers' territory? Like, perhaps in the middle of night markets or in time square? What places can you go where you will be able to see plenty of buskers? Are there plenty of buskers around?\\n\\n3. Are food delivery with bicycles a thing? Is it common? What delivery food service will you often see (i.e, Grabfood, FoodPanda)?\\n\\nI am a Malaysian and I don't exactly know how Singapore is like ^~^' I would imagine it'll be similar to here, but I am looking for more more detailed answers, specifically details about spots busy with buskers and such. Please help a fellow neighbour out, thank you!\\n\\nedit: added another question ^~^'\",\n",
       "  'vmdhcq',\n",
       "  0,\n",
       "  0.45,\n",
       "  'Discussion',\n",
       "  1656387451.0,\n",
       "  17,\n",
       "  Redditor(name='aaaa-im-a-human'),\n",
       "  3940,\n",
       "  'https://www.reddit.com/r/singapore/comments/vmdhcq/i_have_some_questions_related_to_singapre/'],\n",
       " ['How Singapore’s Disneyland Went to Hong Kong Instead - Kopi',\n",
       "  '',\n",
       "  'vmdavs',\n",
       "  69,\n",
       "  0.89,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656386864.0,\n",
       "  41,\n",
       "  Redditor(name='pwnorgetpwned'),\n",
       "  1460,\n",
       "  'https://thekopi.co/2022/06/28/disneyland-singapore-yishun/'],\n",
       " ['My favourite photos taken in Singapore over 5 years',\n",
       "  '',\n",
       "  'vmcr4n',\n",
       "  1243,\n",
       "  0.97,\n",
       "  'Photos, Videos',\n",
       "  1656385122.0,\n",
       "  74,\n",
       "  Redditor(name='chrisjamesPA'),\n",
       "  575,\n",
       "  'https://www.reddit.com/gallery/vmcr4n'],\n",
       " ['Dog owner raises concern over pest poison left around Poiz Centre',\n",
       "  '',\n",
       "  'vmc1lk',\n",
       "  36,\n",
       "  0.86,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1656382880.0,\n",
       "  11,\n",
       "  Redditor(name='RozyBarbie'),\n",
       "  2198,\n",
       "  'https://mothership.sg/2022/06/poison-poiz-centre/'],\n",
       " ['Malaysia’s Top Talent Is Fleeing to Singapore',\n",
       "  '',\n",
       "  'vmb197',\n",
       "  108,\n",
       "  0.93,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656379863.0,\n",
       "  57,\n",
       "  Redditor(name='ukH5A'),\n",
       "  1770,\n",
       "  'https://www.bloomberg.com/opinion/articles/2022-06-26/malaysia-s-economic-recovery-is-stymied-by-top-talent-flight-to-singapore'],\n",
       " ['The Curious Case of Phillip George Sceats',\n",
       "  '',\n",
       "  'vman8q',\n",
       "  80,\n",
       "  0.93,\n",
       "  'Discussion',\n",
       "  1656378661.0,\n",
       "  12,\n",
       "  Redditor(name='TemperatureFree1400'),\n",
       "  69,\n",
       "  'https://jeannettechongaruldoss.medium.com/the-curious-case-of-phillip-george-sceats-33ff63065025'],\n",
       " [\"Otters kill man's 50 goldfish in Hougang a week after guard dog passed away\",\n",
       "  '',\n",
       "  'vmalsi',\n",
       "  327,\n",
       "  0.96,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1656378540.0,\n",
       "  155,\n",
       "  Redditor(name='unliketrap'),\n",
       "  4318,\n",
       "  'https://mothership.sg/2022/06/hougang-otters-eat-50-goldfish/'],\n",
       " ['Commentary: More training is not the default answer to poor work practices',\n",
       "  '',\n",
       "  'vm9xl7',\n",
       "  209,\n",
       "  0.97,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656376497.0,\n",
       "  46,\n",
       "  Redditor(name='etulf'),\n",
       "  1754,\n",
       "  'https://www.channelnewsasia.com/commentary/hr-corporate-training-workshops-culture-productivity-burnout-team-building-2772571'],\n",
       " [\"Google's too literal, say translators who turn to new Web portal to translate Singaporean terms\",\n",
       "  '',\n",
       "  'vm9192',\n",
       "  35,\n",
       "  0.81,\n",
       "  'News',\n",
       "  1656373820.0,\n",
       "  20,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/googles-too-literal-say-translators-who-turn-to-new-web-portal-to-translate-singaporean-terms'],\n",
       " ['/r/singapore random discussion and small questions thread for June 28, 2022',\n",
       "  'Talk about your day. Anything goes, but subreddit rules still apply. Please be polite to each other!',\n",
       "  'vm6lfh',\n",
       "  20,\n",
       "  0.83,\n",
       "  None,\n",
       "  1656367212.0,\n",
       "  807,\n",
       "  Redditor(name='AutoModerator'),\n",
       "  1000,\n",
       "  'https://www.reddit.com/r/singapore/comments/vm6lfh/rsingapore_random_discussion_and_small_questions/'],\n",
       " ['Man jailed 26.5 years for raping, sexually abusing daughter for 13 years since she was 8',\n",
       "  '',\n",
       "  'vm16vl',\n",
       "  120,\n",
       "  0.95,\n",
       "  'News',\n",
       "  1656351612.0,\n",
       "  42,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.todayonline.com/singapore/man-raped-sexually-abused-daughter-13-years-1933656'],\n",
       " [\"When the bulldog's away, the otters will play: Yio Chu Kang homeowner loses goldfish worth $5,000\",\n",
       "  '',\n",
       "  'vm0oye',\n",
       "  20,\n",
       "  0.77,\n",
       "  'News',\n",
       "  1656350317.0,\n",
       "  21,\n",
       "  Redditor(name='Familiar-Mouse4490'),\n",
       "  16502,\n",
       "  'https://www.asiaone.com/singapore/when-bulldogs-away-otters-will-play-yio-chu-kang-homeowner-loses-goldfish-worth-5000?utm_medium=Social&utm_source=Facebook#Echobox=1656310275'],\n",
       " ['Following u/davechua post, TIL of the Fat Leonard Scandal. A Malaysian, Leonard Glenn Francis was involved in the US Navy’s largest corruption scandal to date which brought down more than 10 navy commanders for corruption. Among his group of helpers was a singaporean woman.',\n",
       "  '',\n",
       "  'vlzl3d',\n",
       "  20,\n",
       "  0.76,\n",
       "  'Discussion',\n",
       "  1656347506.0,\n",
       "  12,\n",
       "  Redditor(name='Xiaomeimeilovebus'),\n",
       "  144,\n",
       "  'https://www.channelnewsasia.com/singapore/singaporean-woman-us-navy-worst-corruption-scandal-jailed-808966'],\n",
       " ['Hong Kong’s out, now expats give Singapore the sling',\n",
       "  '',\n",
       "  'vlyzxn',\n",
       "  0,\n",
       "  0.49,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656346010.0,\n",
       "  44,\n",
       "  Redditor(name='pawsowoar'),\n",
       "  1012,\n",
       "  'https://www.thetimes.co.uk/article/hong-kongs-out-now-expats-give-singapore-the-sling-2t8px66nb'],\n",
       " ['18-Month-Old Boy With Covid-19 Passes Away, Had High Fever & Recurrent Seizures',\n",
       "  '',\n",
       "  'vlyv12',\n",
       "  54,\n",
       "  0.86,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1656345672.0,\n",
       "  21,\n",
       "  Redditor(name='scrubbyz2'),\n",
       "  9144,\n",
       "  'https://mustsharenews.com/toddler-covid-19/?utm_source=telegram'],\n",
       " ['You know SG is safe when you see grocery deliveries left outside food stalls overnight',\n",
       "  '',\n",
       "  'vlys4h',\n",
       "  690,\n",
       "  0.97,\n",
       "  'Photos, Videos',\n",
       "  1656345487.0,\n",
       "  107,\n",
       "  Redditor(name='unliketrap'),\n",
       "  4318,\n",
       "  'https://i.redd.it/kig6uxokr6891.jpg'],\n",
       " [\"Toddler in Singapore dies of COVID-19; country's first coronavirus death under 12 years old\",\n",
       "  '',\n",
       "  'vlxxzm',\n",
       "  159,\n",
       "  0.93,\n",
       "  'News',\n",
       "  1656343236.0,\n",
       "  19,\n",
       "  Redditor(name='patricklhe'),\n",
       "  10231,\n",
       "  'https://www.channelnewsasia.com/singapore/toddler-dies-covid-19-singapores-first-coronavirus-death-under-12-years-old-kk-hospital-2773591'],\n",
       " [\"Give Me This Food Combo ($5.20) in Yishun and I'll be Happy for the Rest of the Day\",\n",
       "  '',\n",
       "  'vlxdt5',\n",
       "  285,\n",
       "  0.95,\n",
       "  'Photos, Videos',\n",
       "  1656341756.0,\n",
       "  38,\n",
       "  Redditor(name='Detective-Raichu'),\n",
       "  1219,\n",
       "  'https://i.redd.it/pv8wlnkwg6891.jpg'],\n",
       " [\"I tried exercising for 300 minutes a week (as per HPB's new guidelines) and I ran into some difficulties\",\n",
       "  '',\n",
       "  'vlwoir',\n",
       "  33,\n",
       "  0.83,\n",
       "  'News',\n",
       "  1656339830.0,\n",
       "  64,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.asiaone.com/lifestyle/i-tried-exercising-300-minutes-week-hpbs-new-guidelines-and-it-left-me-exhausted'],\n",
       " ['Jail for woman who offered drugs to teenage daughter as bonding activity',\n",
       "  '',\n",
       "  'vlvvs7',\n",
       "  88,\n",
       "  0.96,\n",
       "  'News',\n",
       "  1656337553.0,\n",
       "  40,\n",
       "  Redditor(name='Thefunincaifun'),\n",
       "  22118,\n",
       "  'https://www.straitstimes.com/singapore/courts-crime/woman-who-offered-drugs-to-teen-daughter-as-bonding-activity-jailed-7-years-and-3-months'],\n",
       " ['Get in line',\n",
       "  '',\n",
       "  'vlsear',\n",
       "  961,\n",
       "  0.97,\n",
       "  'I Made This',\n",
       "  1656325766.0,\n",
       "  59,\n",
       "  Redditor(name='lester6793'),\n",
       "  82090,\n",
       "  'https://i.redd.it/bhg3iw9155891.png'],\n",
       " ['What bird is this?',\n",
       "  '',\n",
       "  'vls249',\n",
       "  79,\n",
       "  0.95,\n",
       "  'Photos, Videos',\n",
       "  1656324447.0,\n",
       "  29,\n",
       "  Redditor(name='nightbunnies'),\n",
       "  3245,\n",
       "  'https://i.redd.it/0dour3qf15891.jpg'],\n",
       " [\"Stranger donates $1,000 to ex-NOC co-founder Ryan Tan after latter says he's 'completely broke'\",\n",
       "  '',\n",
       "  'vl1o2d',\n",
       "  0,\n",
       "  0.12,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656238883.0,\n",
       "  5,\n",
       "  Redditor(name='George_W_Bushido'),\n",
       "  16176,\n",
       "  'https://www.asiaone.com/singapore/man-donates-1000-ex-noc-ryan-tan-after-latter-says-completely-broke-mentai-ya-khoo-keat-hwee'],\n",
       " [\"Youths' lax mindset, liberal attitudes on drugs pose stiff challenge to S'pore authorities' zero tolerance stance\",\n",
       "  '',\n",
       "  'vl24g1',\n",
       "  51,\n",
       "  0.77,\n",
       "  'News',\n",
       "  1656240755.0,\n",
       "  36,\n",
       "  Redditor(name='Familiar-Mouse4490'),\n",
       "  16502,\n",
       "  'https://www.todayonline.com/singapore/youth-liberal-attitude-towards-drugs-1933351'],\n",
       " ['Over 60 per cent of Singaporeans, Malaysians confident in Xi Jinping: poll',\n",
       "  '',\n",
       "  'vlrclz',\n",
       "  0,\n",
       "  0.34,\n",
       "  'News',\n",
       "  1656321511.0,\n",
       "  48,\n",
       "  Redditor(name='pragmaticpapaya'),\n",
       "  2465,\n",
       "  'https://sg.news.yahoo.com/over-60-per-cent-singaporeans-malaysians-confident-xi-jinping-poll-083224051.html?guccounter=1&guce_referrer=aHR0cDovL20uZmFjZWJvb2suY29tLw&guce_referrer_sig=AQAAAIjAri0OQ1MAnix6IWKMG-5Dl8aq6jyYxHwzcte1NzVqMQaTY3czLedkTqzluSC4jkuoSBexQ-Pff9Q2bklp1K5r04R5wkkfeN1qxxISr1NVZYDp2HIlTYBPCY9i0h5ww0Y7Qn6Dq6rVg-Zw6IyMtizCu3-wS53Pycsl4imSpTtH'],\n",
       " ['All Singapore households to receive 10 ART kits next month as COVID cases spike: report',\n",
       "  '',\n",
       "  'vll6c5',\n",
       "  124,\n",
       "  0.95,\n",
       "  'News',\n",
       "  1656298201.0,\n",
       "  63,\n",
       "  Redditor(name='annoyedwityou'),\n",
       "  7116,\n",
       "  'https://sg.news.yahoo.com/all-singapore-households-10-art-kits-covid-cases-spike-report-024215121.html?fbclid=IwAR3Ay-rhAWj1EQ69ecFu1BWkzv_Y_xc3sMofK7dmVANRDoInS9EKOyuotmg'],\n",
       " [\"[Also Politics] Assorted questions and random thoughts about Singapore's government\",\n",
       "  '*I have a few questions about our government today that I hope to get the community\\'s opinions on. This post is all over the place as the subject matter jumps around a lot, but there\\'s too much content in here for the daily thread.*\\n\\n1: **What do you think are the most powerful ministerial portfolios and why?**\\n\\nI don\\'t see this question being bandied about a lot. While in certain areas it may seem obvious, I may be surprised. If possible, name your top 4.\\n\\nBecause I love to categorize things, I\\'ve also included my personal categorization of our Cabinet ministers by power and influence.\\n\\n|*Tier*|*Ministr(ies)*|*Current minister(s)*|*Notes*|\\n|:-|:-|:-|:-|\\n|***\"You don\\'t CB me, I\\'m the PM\"***|Prime Minister\\'s Office (PMO)|Lee Hsien Loong, Prime Minister|Of course he\\'s at the top LOL|\\n|***\"Respect your Seniors\"***|Anywhere the PM tells you (usually 80-90% of everything)|Teo Chee Hean, Senior Minister/Coordinating Minister for National Security; Tharman Shanmugaratnam, Senior Minister/Coordinating Minister for Social Policies|Also, Tharman is still [chairman of MAS](https://www.mas.gov.sg/who-we-are/Board-of-Directors) so he is still DPM Lawrence\\'s boss in at least one place. SM position gives them symbolic authority, CM gives them the power|\\n|***\"You either won at life for 4G or you lost, GG\"***|Your ministry + anywhere the PM tells you, except when the Seniors sabo you|Lawrence Wong, DPM and Finance Minister (PM-in-waiting), Heng Swee Keat, DPM and CM for Economic Policies|One won, one lost because his East Coast Plan needs him AHAHHAHAHHAHAHA (for real though: good luck for your future HSK)|\\n|**The Big Five (Finance, Defence, Home Affairs, Foreign Affairs, Law)**|Your ministry. If you in cabinet for 100 yrs you get to stick finger everywhere else if PM lets you|Ng Eng Hen, Defence; K. Shanmugam, Home Affairs/Law; Vivian Balakrishnan, Foreign Affairs|These five pillars are the bedrock of administrating the company that is Singapore. If I really had to abolish all but five ministries in emergency, would keep these ones|\\n|**Cabinet Geylang, the Hurdle. Don\\'t F up. Or you F\\'ed up anyway. Come, I clap for you**|Your ministry. Don\\'t F up, the public looking liao|S. Iswaran, Transport; Chan Chun Sing, Education; Ong Ye Kung, Health; Desmond Lee, National Development (bc HDB)|Contribute to our society the most but also give the most headaches, if you get bad PR you lose. People here now are probably 4G\\'s DPM candidates. Or F\\'d up and are stuck here forever.|\\n|***\"Recruit/private, don\\'t disappoint PM\"***|Your ministry. Work hard ah, then we helicopter you|Grace Fu, Environment; Masagos Zulkifli, Social and Family Development; Josephine Teo, Communications; Indranee Rajah, PMO; Maliki Osman, PMO; Edwin Tong, Culture; Tan See Leng, Manpower|Entry-level ministers, ministers not yet in a fight for DPM, or minister who hentak kaki forever (*cough cough JoTeo).* Often on first or second ministerial portfolio.|\\n\\n2: **What do you think about two-position Ministers who have to commute between HQs in one day?**\\n\\n[I watched this video of K. Shanmugam](https://www.youtube.com/watch?v=f6vNQhY-sYw) a while back, and thought about something. Some replies to my previous question ask how ministers do so many jobs at once. K. Shanmugam has to commute between MHA headquarters in [New Phoenix Park](https://www.mha.gov.sg/contact-us) *and* the Law Ministry at [High Street](https://www.sgdi.gov.sg/ministries/minlaw), presumably every day. How about ministers like Maliki Osman, who\\'s Second Minister for two ministries (MOE and MFA)? Do they have to commute between three HQs and split their mind every day?\\n\\n3: **Why Second Ministers and not Deputy Ministers?**\\n\\nI\\'ve answered similar queries with my own thoughts before, but now I ask the rest. Why use the term \"Second Minister\", for someone who\\'s already a Minister for another ministry, rather than a separate \"Deputy Minister\"? The term \"Second Minister\" implies a second, competing boss at the Ministry all the time.\\n\\n4: **Who could be Deputy Prime Minister, Senior Minister, or Coordinating Minister(s) in a Lawrence Wong cabinet?**\\n\\n[PM Lee mentions that Lawrence Wong will pick his deputy \"in due course\"](https://mothership.sg/2022/04/dpm-choice-by-lawrence-wong/). After the whole debate about the next PM, now we should move to who LW will pick as a deputy prime minister. Will he pick one, or two? Who? Will the new DPM(s) also head a ministry at the same time? Which ministry?\\n\\nAs for Senior Ministers, highly doubt TCH and Tharman will stay for Wong\\'s full tenure. Assuming Lawrence fills these posts as PM (they\\'ve been vacant for long stretches before), who do you think will be selected? Why? And who will succeed TCH, Tharman and HSK and Coordinating Ministers for National Security, Social Policies and Economic Policies respectively?\\n\\nEDIT: We call MOT the Defence Against the Dark Arts portfolio, what about the other Hogwarts subjects?',\n",
       "  'vlop9k',\n",
       "  9,\n",
       "  0.6,\n",
       "  'Politics',\n",
       "  1656310478.0,\n",
       "  26,\n",
       "  Redditor(name='SuperWIKI1'),\n",
       "  2396,\n",
       "  'https://www.reddit.com/r/singapore/comments/vlop9k/also_politics_assorted_questions_and_random/'],\n",
       " ['According to Godaddy, we are China now',\n",
       "  '',\n",
       "  'vlomxa',\n",
       "  0,\n",
       "  0.18,\n",
       "  'Meme',\n",
       "  1656310222.0,\n",
       "  2,\n",
       "  Redditor(name='horsetrich'),\n",
       "  32594,\n",
       "  'https://i.redd.it/z52pdk55v3891.png'],\n",
       " [\"Singapore's rich face delays and high prices for new luxury EVs\",\n",
       "  '',\n",
       "  'vlqpd7',\n",
       "  21,\n",
       "  0.71,\n",
       "  'News',\n",
       "  1656318790.0,\n",
       "  27,\n",
       "  Redditor(name='Familiar-Mouse4490'),\n",
       "  16502,\n",
       "  'https://sg.finance.yahoo.com/news/singapores-rich-face-delays-and-high-prices-for-new-luxury-e-vs-025307476.html'],\n",
       " ['Tricycles in Singapore',\n",
       "  \"I travel a lot around Singapore and something occurred to me. I haven't really seen a lot of Tricycles in Singapore at all. By tricycles, I mean the kind for adults that look like what vans are to cars, with one basket in front and one in the back plus an extra seat for a passenger.\\n\\nWhat's the reason behind this? If I'm not wrong, trikes of various types are more common in other countries...\\n\\nAlso, on noticing this, I got the idea of maybe buying one for my own use since I have poor balance and need a short range transport to get around the neighbourhood and get groceries. However, when I went online to research where to get it, I notice that its mainly sold on Lazada, Shoppee and Carousell. One would have thought that the bike shops would come up first... Anyone have any idea where to buy tricycles for adults? Any shops I can consider getting it from?\",\n",
       "  'vlq2io',\n",
       "  28,\n",
       "  0.9,\n",
       "  'Discussion',\n",
       "  1656316084.0,\n",
       "  24,\n",
       "  Redditor(name='xbriannova'),\n",
       "  2194,\n",
       "  'https://www.reddit.com/r/singapore/comments/vlq2io/tricycles_in_singapore/'],\n",
       " ['Man jailed 45 years for sexually abusing 8 kids; longest jail term imposed for sex offences',\n",
       "  '',\n",
       "  'vlq0n4',\n",
       "  306,\n",
       "  0.97,\n",
       "  'News',\n",
       "  1656315863.0,\n",
       "  74,\n",
       "  Redditor(name='Jammy_buttons2'),\n",
       "  67721,\n",
       "  'https://www.straitstimes.com/singapore/courts-crime/man-jailed-45-years-for-sexually-abusing-8-kids-longest-jail-term-imposed-for-sex-offences?utm_campaign=stfb&utm_medium=social&utm_source=facebook&fbclid=IwAR2o_lFavkHqkJJ0OGj97JwW-6I7gw-S8YDr5HAuwvdSraiiDgcKMgkl4_4'],\n",
       " ['Malaysia’s economic recovery stymied by top talent flight to Singapore',\n",
       "  '',\n",
       "  'vlpsqk',\n",
       "  38,\n",
       "  0.86,\n",
       "  'News',\n",
       "  1656314927.0,\n",
       "  26,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.businesstimes.com.sg/government-economy/malaysias-economic-recovery-stymied-by-top-talent-flight-to-singapore'],\n",
       " ['Millennial Rosti Hawkers Close Stall After Months Of “Less Than $1,000” Take-Home Pay',\n",
       "  '',\n",
       "  'vlpeaz',\n",
       "  268,\n",
       "  0.96,\n",
       "  'News',\n",
       "  1656313242.0,\n",
       "  111,\n",
       "  Redditor(name='patricklhe'),\n",
       "  10231,\n",
       "  'https://www.todayonline.com/8days/millennial-rosti-hawkers-close-stall-after-months-less-1000-take-home-pay-1933446?fbclid=IwAR1z41NJmsBsTCpeqjyQ5tfntq7gXOnTpaPv8pT4EI9BfphHTfmBT2zWw78&fs=e&s=cl'],\n",
       " [\"No need to tighten Singapore's COVID-19 measures for now, adjustments will be made 'if need be': Lawrence Wong\",\n",
       "  '',\n",
       "  'vlnq6f',\n",
       "  30,\n",
       "  0.83,\n",
       "  'News',\n",
       "  1656306758.0,\n",
       "  9,\n",
       "  Redditor(name='hydrangeapurple'),\n",
       "  8721,\n",
       "  'https://www.channelnewsasia.com/singapore/covid-19-safe-management-measures-lawrence-wong-2772426'],\n",
       " ['Why are TransCab drivers so awful',\n",
       "  'Saturday evening, I was taking an evening walk with my partner on the road in my neighbourhood estate (totally normal *edit: quiet landed estate near a park where people do their walks, pavement doesn’t always make sense because of garden overgrowth in that area as well), when this TransCabbie suddenly drives up to the back of us, and sounds his horn aggressively. It’s almost 11 p.m., there’s literally no one else on the other side of the road, and we weren’t even blocking him. \\n\\nOf course we’re pissed and we make hand gestures. \\n\\nThe TransCabbie turns into a condo nearby and disappears in to drop his fare. \\n\\nWe walk on... and just when you think that’s it, damned TransCabbie comes up to us a few mins later to sound his horn some more and flip us off?? \\n\\nI still can’t wrap my head around this level of pettiness and sh*ttiness. Also, to come flip us off, the guy had to make a detour deeper into our neighbourhood. Like he wasn’t hurting from the fuel price hikes. \\n\\n/rantover\\n\\n(Okay but to be fair I have encountered one very lovely TransCab driver before. The guy followed me for a few streets to return me something he thought I dropped. However that’s just one in a hundred.)',\n",
       "  'vlnl8a',\n",
       "  0,\n",
       "  0.24,\n",
       "  'Discussion',\n",
       "  1656306263.0,\n",
       "  69,\n",
       "  Redditor(name='Master_McKnowledge'),\n",
       "  32777,\n",
       "  'https://www.reddit.com/r/singapore/comments/vlnl8a/why_are_transcab_drivers_so_awful/'],\n",
       " [\"Gen Y Speaks: I've spent large sums to self-publish 2 books. Though only a handful have been sold, I’m not giving up\",\n",
       "  '',\n",
       "  'vlnfl0',\n",
       "  58,\n",
       "  0.7,\n",
       "  'News',\n",
       "  1656305726.0,\n",
       "  87,\n",
       "  Redditor(name='Peepanana'),\n",
       "  4941,\n",
       "  'https://www.todayonline.com/gen-y-speaks/gen-y-speaks-ive-spent-large-sums-self-publish-2-books-though-only-handful-have-been-sold-im-not-giving-1932821'],\n",
       " ['We try eating durian for the first time',\n",
       "  '',\n",
       "  'vlm648',\n",
       "  0,\n",
       "  0.14,\n",
       "  'I Made This',\n",
       "  1656301438.0,\n",
       "  5,\n",
       "  Redditor(name='Loweren'),\n",
       "  12860,\n",
       "  'https://youtu.be/wfMJ9yfEt1o'],\n",
       " ['Two activists among those under probe for public assemblies outside Changi Prison',\n",
       "  '',\n",
       "  'vlm45t',\n",
       "  99,\n",
       "  0.93,\n",
       "  'News',\n",
       "  1656301255.0,\n",
       "  86,\n",
       "  Redditor(name='Thefunincaifun'),\n",
       "  22118,\n",
       "  'https://www.straitstimes.com/singapore/two-activists-among-those-under-probe-for-public-assemblies-outside-changi-prison'],\n",
       " ['Strangers Share How They Came Out in Singapore',\n",
       "  '',\n",
       "  'vlm3hw',\n",
       "  5,\n",
       "  0.54,\n",
       "  'Discussion',\n",
       "  1656301197.0,\n",
       "  2,\n",
       "  Redditor(name='Leirdah'),\n",
       "  128,\n",
       "  'https://youtu.be/eFiDVjisQrg'],\n",
       " ['Man accused of killing Felicia Teo given a discharge not amounting to an acquittal for murder charge',\n",
       "  '',\n",
       "  'vll9te',\n",
       "  178,\n",
       "  0.97,\n",
       "  'News',\n",
       "  1656298504.0,\n",
       "  86,\n",
       "  Redditor(name='Jammy_buttons2'),\n",
       "  67721,\n",
       "  'https://www.straitstimes.com/singapore/courts-crime/man-accused-of-killing-felicia-teo-given-a-discharge-not-amounting-to-an-acquittal-for-murder-charge'],\n",
       " ['Forum: Cancer patients can access more affordable care and financial support at public healthcare institutions',\n",
       "  '',\n",
       "  'vlkjrw',\n",
       "  26,\n",
       "  0.86,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656296207.0,\n",
       "  21,\n",
       "  Redditor(name='Jammy_buttons2'),\n",
       "  67721,\n",
       "  'https://www.straitstimes.com/opinion/forum/forum-cancer-patients-can-access-more-affordable-care-and-financial-support-at-public-healthcare-institutions'],\n",
       " ['No need to tighten Covid-19 measures for now but this cannot be ruled out: Lawrence Wong',\n",
       "  '',\n",
       "  'vlk9gf',\n",
       "  61,\n",
       "  0.82,\n",
       "  'News',\n",
       "  1656295305.0,\n",
       "  85,\n",
       "  Redditor(name='dimethylpolysiloxane'),\n",
       "  5451,\n",
       "  'https://www.straitstimes.com/singapore/no-need-to-tighten-covid-19-measures-for-now-but-this-cannot-be-ruled-out-lawrence-wong?utm_medium=social&utm_source=telegram&utm_campaign=sttg'],\n",
       " ['how to support my filipino helper',\n",
       "  \"My filipino helper just joined us and she was looking sad today so I asked her what was wrong. Turns out she's missing her daughter especially much because it's her birthday today.  I don't think they have a video phone over there. Also if it matters, its my MIL's helper not mine. \\n\\nAny ideas?\\n\\nUpdate: I will likely go with the idea of a balikbayan box and topping up her sim card after understanding more of her situation and how to best help her. Thanks everyone. I have really learnt a lot!\\n\\nI will no longer be responding to comments since a solution has been reached :)\",\n",
       "  'vljc03',\n",
       "  401,\n",
       "  0.96,\n",
       "  'Discussion',\n",
       "  1656292363.0,\n",
       "  73,\n",
       "  Redditor(name='socksrockerr'),\n",
       "  2141,\n",
       "  'https://www.reddit.com/r/singapore/comments/vljc03/how_to_support_my_filipino_helper/'],\n",
       " ['Problem solved!',\n",
       "  '',\n",
       "  'vljb7s',\n",
       "  291,\n",
       "  0.96,\n",
       "  'Meme',\n",
       "  1656292293.0,\n",
       "  13,\n",
       "  Redditor(name='Twrd4321'),\n",
       "  71807,\n",
       "  'https://i.redd.it/mb7o72uqd2891.png'],\n",
       " ['Commentary: More companies offer unlimited paid leave, but many workers end up not using it',\n",
       "  '',\n",
       "  'vlj98f',\n",
       "  88,\n",
       "  0.9,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656292109.0,\n",
       "  34,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.channelnewsasia.com/commentary/unlimited-paid-leave-gimmick-vacation-time-benefits-attract-workers-2768951'],\n",
       " ['Why every woman should have a work mentor: Why is it important and how can you find one?',\n",
       "  '',\n",
       "  'vlhwf2',\n",
       "  0,\n",
       "  0.19,\n",
       "  'News',\n",
       "  1656287842.0,\n",
       "  6,\n",
       "  Redditor(name='minisoo'),\n",
       "  1953,\n",
       "  'https://cnalifestyle.channelnewsasia.com/women/tips-find-work-mentor-singapore-314931'],\n",
       " ['/r/singapore random discussion and small questions thread for June 27, 2022',\n",
       "  'Talk about your day. Anything goes, but subreddit rules still apply. Please be polite to each other!',\n",
       "  'vlfl22',\n",
       "  14,\n",
       "  0.79,\n",
       "  None,\n",
       "  1656280811.0,\n",
       "  810,\n",
       "  Redditor(name='AutoModerator'),\n",
       "  1000,\n",
       "  'https://www.reddit.com/r/singapore/comments/vlfl22/rsingapore_random_discussion_and_small_questions/'],\n",
       " ['When dogs - and smoking - are allowed in flats, but cats are banned',\n",
       "  '',\n",
       "  'vl7n8m',\n",
       "  114,\n",
       "  0.9,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656258595.0,\n",
       "  20,\n",
       "  Redditor(name='goshie44'),\n",
       "  15280,\n",
       "  'https://www.straitstimes.com/opinion/onmymind-when-dogs-and-smoking-are-allowed-in-flats-but-cats-are-banned'],\n",
       " ['Migrant workers say day out is a boost to mental health as Covid-19 rules mostly lifted',\n",
       "  '',\n",
       "  'vl7bgi',\n",
       "  71,\n",
       "  0.88,\n",
       "  'News',\n",
       "  1656257672.0,\n",
       "  6,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/migrant-workers-say-day-out-on-sunday-was-a-boost-to-their-mental-health'],\n",
       " ['Beautiful sunset this evening',\n",
       "  '',\n",
       "  'vl42yk',\n",
       "  94,\n",
       "  0.84,\n",
       "  'Photos, Videos',\n",
       "  1656247943.0,\n",
       "  1,\n",
       "  Redditor(name='silaslovesoliver'),\n",
       "  834,\n",
       "  'https://www.reddit.com/gallery/vl42yk'],\n",
       " ['Salary best motivation for employee retention – study',\n",
       "  '',\n",
       "  'vl3irl',\n",
       "  234,\n",
       "  0.94,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1656245958.0,\n",
       "  78,\n",
       "  Redditor(name='coff33mug'),\n",
       "  2640,\n",
       "  'https://theindependent.sg/salary-best-motivation-for-employee-retention-study/'],\n",
       " ['Singaporean pianist Wang Congyu attains the title of Steinway Artist',\n",
       "  '',\n",
       "  'vl3hhh',\n",
       "  108,\n",
       "  0.93,\n",
       "  'News',\n",
       "  1656245831.0,\n",
       "  12,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/life/singaporean-pianist-wang-congyu-attains-the-title-of-steinway-artist'],\n",
       " ['The flip side of the Great Resignation is having to work longer before retiring: Poll',\n",
       "  '',\n",
       "  'vl2usr',\n",
       "  0,\n",
       "  0.44,\n",
       "  'News',\n",
       "  1656243557.0,\n",
       "  19,\n",
       "  Redditor(name='worldcitizensg'),\n",
       "  14578,\n",
       "  'https://www.straitstimes.com/singapore/jobs/the-flip-side-of-the-great-resignation-having-to-work-longer-before-retiring'],\n",
       " ['Student says she & 20 others have Covid-19 after attending NUS orientation programme',\n",
       "  '',\n",
       "  'vl2she',\n",
       "  349,\n",
       "  0.94,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1656243304.0,\n",
       "  83,\n",
       "  Redditor(name='unliketrap'),\n",
       "  4318,\n",
       "  'https://mothership.sg/2022/06/nus-students-orientation-covid-19/'],\n",
       " ['Food production costs could go up by 80% in sustainability drive: Study',\n",
       "  '',\n",
       "  'vl07mk',\n",
       "  48,\n",
       "  0.9,\n",
       "  'News',\n",
       "  1656232772.0,\n",
       "  13,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/environment/food-production-costs-could-go-up-by-80-in-move-towards-sustainability-study'],\n",
       " ['I went on a night hike at MacRitchie and picked up trash on the ground. Where should I go next? Next location will be determined by most upvoted comment',\n",
       "  '',\n",
       "  'vkzrpx',\n",
       "  504,\n",
       "  0.93,\n",
       "  'Photos, Videos',\n",
       "  1656230923.0,\n",
       "  64,\n",
       "  Redditor(name='Yalelawsimp'),\n",
       "  514,\n",
       "  'https://www.reddit.com/gallery/vkzrpx'],\n",
       " [\"Baby marmoset monkey for $4,800? Inside this 'public' chat group selling exotic pets in Singapore\",\n",
       "  '',\n",
       "  'vkz1l2',\n",
       "  59,\n",
       "  0.89,\n",
       "  'News',\n",
       "  1656227845.0,\n",
       "  31,\n",
       "  Redditor(name='Alternative-Ad-7123'),\n",
       "  829,\n",
       "  'https://www.asiaone.com/singapore/baby-marmoset-monkey-4800-inside-public-telegram-group-selling-exotic-pets-singapore'],\n",
       " ['Singapore must do more to diversify food sources as supply disruptions will continue: PM Lee',\n",
       "  '',\n",
       "  'vkxg87',\n",
       "  45,\n",
       "  0.86,\n",
       "  'News',\n",
       "  1656221406.0,\n",
       "  12,\n",
       "  Redditor(name='lobangbecausenomoney'),\n",
       "  13398,\n",
       "  'https://www.channelnewsasia.com/singapore/singapore-food-security-diversify-sources-supply-disruptions-lee-hsien-loong-2771441'],\n",
       " ['40 per cent of applicants invited to book BTO flat do not do so: HDB',\n",
       "  '',\n",
       "  'vkx2hi',\n",
       "  146,\n",
       "  0.9,\n",
       "  'News',\n",
       "  1656219859.0,\n",
       "  158,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/housing/40-per-cent-of-applicants-invited-to-book-bto-flat-do-not-do-so-hdb'],\n",
       " ['The White T-shirt Guide for SG Dudes',\n",
       "  '**Edit:** 28 Jun 2022 - Here\\'s the full \"final\" edition!\\n\\n[https://medium.com/@fureifurei/sgdrip-the-white-t-shirt-guide-for-singaporean-dudes-77569c8d1a28](https://medium.com/@fureifurei/sgdrip-the-white-t-shirt-guide-for-singaporean-dudes-77569c8d1a28)\\n\\n==========\\n\\nWelp, this week was fun. (Details are in the [original post](https://www.reddit.com/r/singapore/comments/vflwq8/beyond_uniqlo_a_stepbystep_style_guide_for_sg/).)Thank you, everyone here in r/SG, for the awards, upvotes, and shares.\\n\\nSo, onwards to the topic of the week - **White T-shirts!**\\n\\n## Wait, whut, why?!\\n\\n* Everyone needs a white tee, and it\\'s the foundation of every wardrobe.\\n   * For those of you who really hate white tees, you can apply the same tips but opt for greys, blacks, or off-whites. That said, it\\'s still highly recommended that you have at least one, as it\\'s the easiest to coordinate.\\n* I wanted to give y\\'all a sense of how far the rabbit hole can go.\\n* You will understand why choosing colour may be the easier option. Here\\'s an analogy. You know how the simpler the dish, the better the ingredients and the cooking techniques need to be. Well, the white tee is the white rice of your wardrobe. Welcome to rice-cooking 101!\\n\\nThere are many types of T-shirts - [Polo tees](https://www.freepik.com/free-photo/polo-shirt_1028307.htm), [Raglan tees](https://www.freepik.com/premium-photo/young-handsome-man-wearing-white-grey-raglan-t-shirt_9680484.htm), [Henley tees](https://en.wikipedia.org/wiki/Henley_shirt), etc... For various combinations of collars, lengths, and fit. There are something like 10+ styles. We\\'ll focus on the most **basic classic white tee** and the **oversized white tee**, because the other variants can have very specific requirements for the wearer\\'s build.\\n\\nHow do you decide which of these two to wear? Look at your body shape.\\n\\n## The 5 classic body shapes\\n\\nReference Image:  [https://imgur.com/0B2GJgb](https://imgur.com/0B2GJgb)\\n\\nThe shapes are based on the relative proportions of your body. Usually, you\\'ll be able to tell by looking at yourself (naked) in the mirror. But you should measure to be sure.\\n\\nMeasure the circumference of your shoulder, chest, waist and hips with a measuring tape. **Which of these apply?**\\n\\n1. Is your hip the broadest? Is your waist thicker than your shoulder by at least 3cm? >!You\\'re a Triangle. (Aka Pear shaped)!<\\n2. Is your waist at least 3cm thicker than your hip and shoulder? >!You\\'re an Oval. (Aka Apple shaped)!<\\n3. Are all 4 measurements within 3cm of each other? (Especially the waist vs chest.) >!You\\'re a Rectangle.!<\\n4. Is your waist the slimmest?\\n\\n* Yes, and your shoulders are more than 5cm thicker than your hips. >!You\\'re an Inverted Triangle.!<\\n* Yes, but your shoulders are less than 5cm thicker than your hips. >!You\\'re a Trapezoid.!<\\n\\n**Note:**\\n\\n* There are more detailed models for body shapes, but this basic guide will suffice for now. I\\'ll do a deep dive into silhouettes later on.\\n* Traditionally, stylists will make recommendations that sculpt you into that masculine, inverted triangle shape. Depending on your body shape, it can add up to a lot of work and/or solutions that aren\\'t viable for everyday comfort. Thus, I\\'ve modified some of the recommendations here to encourage more diversity and comfort.\\n\\n&#x200B;\\n\\n||Basic|Oversized|Remarks|\\n|:-|:-|:-|:-|\\n|Triangle 🔺|x||You will want a standard fit, not too tight. HOWEVER - If you see an oversized tee with a little bit of shoulder padding or structure, PLEASE AT LEAST GIVE IT A TRY. It may unlock a whole new world for you.|\\n|Inverted Triangle 🔻|x||Yeah, you have the ultra-masculine build, especially if you work out. Try Raglan tees too, especially if you find the sleeve-armpit area of standard tees constricting. Unless you\\'re REALLY toned, go for a normal-to-slim fit.; NOT skin-tight fit. EXCEPTION: If you\\'re broad-shouldered BUT thin, you can give Oversized tees with softer fabrics a try.|\\n|Trapezoid|x|x|Congratulations, you have the classic average build. Means you can try both. If you\\'re a bit toned, or have a compact build, go for the basic. If you\\'re not toned, or want a more bookish/\"herbivorous\" aesthetic, go with the oversized.|\\n|Oval||x|The fabric should be of moderate stiffness. (Should not be too thin, otherwise, it will cling to your contours too closely.) Resist the urge to go for overly baggy clothes, and the sleeve should NOT go beyond your elbow. Work with a tailor if you have to.|\\n|Rectangle|x|?|You CAN try both options. BUT. You have a slim/compact/long build, you can differentiate yourself by rocking that lean beanpole look. Especially if you are long-limbed too.|\\n\\n**Who else should try Basic:** People who work out regularly (Shape is secondary here; you worked hard to build that muscle tone.)\\n\\n**Who else should try Oversized:** People who have sloped shoulders (Yes, this is for keyboard warriors with shitty postures.)\\n\\n## Time for a case study\\n\\nIntroducing my favourite ~~muse-cum-model~~ guinea pig u/Echlori!\\n\\nSome basic info:\\n\\n* 177cm, 70-72kg, Trapezoid build\\n* His \"imperfections\" include: Slight belly, sloped shoulder, not much muscle tone, roughly 5:5 torso/leg ratio, poorly defined jawline... (\\\\*eyeroll\\\\* The beauty standards really last warning ah.)\\n\\nPhoto:  [https://imgur.com/KFpiGuY](https://imgur.com/KFpiGuY)\\n\\nA: Classic fugly polo tee. Literally, everything looks better in comparison. It even gave my guinea pig moobs!!! (Note: There are EXCELLENT polo tees. But writing a guide on it will need another 1000 words from me and a lot of legwork from you. So, let\\'s skip? LOL)\\n\\nB: Not the right tee for him due to the cutting; even the S size didn\\'t align right with his shoulders. But people with broader shoulders (Inverted Triangle or Trapezoid build) can try.\\n\\nC: Overall cutting looks good. But the pocket is a few mm away from perfection, and he didn\\'t like the skin feel of the fabric. Otherwise, the base silhouette is better than option D.\\n\\nD: The fabric wasn\\'t comfortable either. The cutting also didn\\'t do anything for his belly, and the overall shape visually adds 10 kg to his body.\\n\\nE: Looks like option D, doesn\\'t it? Nope, it ain\\'t. Coz the fabric is softer and thinner. Combined with the slightly too-oversized cut, he looks ready for bed.\\n\\nF: I had to photoshop this one to censor his nipples. A classic example of a fabric that is extremely comfortable for sports but too clingy for polite company. Can consider getting a dark/coloured version of it.\\n\\n**G: He bought** [**this one**](https://www.uniqlo.com/sg/en/products/E452399-000?colorCode=COL00)**.** Because the shirt had shoulder seams that align with his shoulders, had the right thickness for SG, and the fabric had the right level of stiffness. Didn\\'t quite pass the scrunch test, but we can\\'t expect perfection at $14.90, right?\\n\\n## Considerations, and better options for certain body features\\n\\n* For most people, pick tees with moderately soft/stiff fabrics. If the fabric is too stiff, it\\'ll create a boxy effect. Too soft, it\\'ll show off all your curves. (Yes, including your durian baby.)\\n* Slip your hand under the shirt. If you can see the contours through one layer of fabric, don\\'t buy. It\\'s definitely too thin and/or too soft. (Unless you want to show off your nipples?)\\n* Try more than one size. (Usually, it\\'s up instead of down.) Why: When sizing changes, the dimensions don\\'t always change in the same/proportionate amount! Sometimes, you will be pleasantly surprised if you size up.\\n* Choose a standard V-neck collar (NOT a deep V, thank you) or wider collars, if you have broad shoulders and/or thick/short necks\\n* Try Raglan tees if you have really broad/juicy shoulders.\\n* For people with narrow shoulders (Triangle shape people especially), try a smaller collar, or the Henley collar. Also, feel the seam that connects the collar to the sleeve. (The one that runs along your shoulders.) If it feels stiffer or is reinforced, PLEASE TRY IT.\\n\\nAt this point, you have learned enough to pick out a decent white tee. Combined with the simple colour test in [my previous guide](https://medium.com/@fureifurei/beyond-uniqlo-a-step-by-step-style-guide-for-sg-dudes-2e84f37e32eb), you can now pick out suitable colour tees too. Hop off if you wish.🙂\\n\\nNow, for the perfectionists here...\\n\\n## \"White\" is not white\\n\\nLet\\'s do an exercise together right now.\\n\\nLook up from your screen, and pay REALLY close attention to where your home\\'s walls meet the ceiling. Nope. It\\'s not your imagination. For most of us, the whites will be different. Because painters usually use a default white paint that is ideal for ceilings, which is an actually-white white. While your walls can be any of these: [https://www.homeanddecor.com.sg/design/reno-tips/reno-tips-choosing-the-right-shade-of-white/](https://www.homeanddecor.com.sg/design/reno-tips/reno-tips-choosing-the-right-shade-of-white/)\\n\\nBonus off-topic tip - If you\\'re ever unsure about which white to choose for your home\\'s walls, I wholeheartedly recommend Nippon Paint\\'s Lily White (1137). Why? It gives a subtle touch of warmth, goes well with wood furniture, and it ages gracefully. (Yeah, the colour of your wall will gradually change over the years, due to the environment.)\\n\\n**Now back to white t-shirts!**\\n\\nJust like wall paints, the whites of t-shirts can be subtly different. (You can gather all the white tees in your home and compare.)\\n\\nLook at option G in the case study. The colour is strangely coherent with him, isn\\'t it?\\n\\nNow look at option F. You will notice that there\\'s just something slightly jarring about that white. That\\'s because option F is a cool white, while my dear guinea pig is clearly warm-toned.\\n\\n**Liddat how?**\\n\\nLuckily for you, you live in Singapore. Meaning you can choose slightly thinner and breathable fabrics. This means they are VERY slightly translucent, and will subtly blend with your skin tone. **So, just pick white fabrics that suit our climate and it usually won\\'t be too bad.**\\n\\nThere is, however, a limit to this \"cheat\". Plus, if you choose thicker or more opaque fabrics, the coolness/warmth of the white will be EVEN more obvious. i.e. when you pick white shirts.(Those of you who had white school uniforms, remember how some first-year students just look weird? YUP. A lot of times, it\\'s because the white doesn\\'t suit their skin.)\\n\\n**Wanna learn how to choose your whites and off-whites?** Stick around for my next article, which will dive deep into colours. After that, I\\'ll continue with guides for these basics: Chino Shorts, Jeans, White shirt, Blazers, Pants.\\n\\n## Closing remarks\\n\\n* **Your \"white tee\" does not literally have to be a white tee.** Mark Zuckerberg\\'s white tee is a grey tee. Steve Jobs\\' white tee was Issey Miyake\\'s Semi-Dull black mock turtleneck (\\\\~SGD350 per piece). Mine is currently a $10 black padded shoulder tee from a fast fashion brand that I won\\'t mention. (It\\'s not 100 marks to me, and I\\'d like to support a more sustainable/responsible company. So yeah, I\\'m questing for an upgrade too.) Did I mention that there are different types of black too? LOL\\n* It may take you a while to find your perfect white tee, but I promise you it\\'s a quest worth doing. The next time you get dragged out shopping, stop by the men\\'s section and check out the white tees. You may or may not buy it, but over time, you\\'ll develop a sense of what suits you. That is **self-education** that only brick-and-mortar places can provide.\\n\\nIf you have found the guides so far useful, you can support this project by:\\n\\n* Doing the usual - Discuss, upvote, and share. :)\\n* Helping me choose a snappy name for this article series. Current options in my mind:\\n   * SGDrips - Second favourite. It\\'s sharp, and I\\'ll cover womens\\' fashion too. And you can\\'t have drippy outfits without SGD. **EDIT: Poll has ended, we\\'re going with this. Thank you for voting!**\\n   * ~~Lowkey Stylo - I like this one the most, coz my guides are meant for millennials up to zoomers. Describes the aesthetic I favour.~~\\n   * ~~Ikebengs - Coz even Ah Bengs can also be stylo like Ikemen~~\\n   * ~~Vote or make suggestions~~ [~~here~~](https://www.reddit.com/r/fureifurei/comments/vka4z8/help_me_choose_a_series_name_for_the_sg_fashion/?utm_source=share&utm_medium=web2x&context=3)~~!~~\\n\\n# Community Contributions\\n\\n* u/smile_politely \\\\- What shape is for people with butts and boobs appear bigger due to bad pelvic tilt posture?\\n   * Me:  Easy solution is to try the oversized tee, and in general don\\'t wear overly clingy/soft clothes as it\\'ll make the posture issues more obvious. You can also choose more structured tops. And work with a chiropractor!\\n* u/cl0rkw0rk briefly talks [about fabrics](https://www.reddit.com/r/singapore/comments/vkw2o6/comment/idsp4kc/?utm_source=share&utm_medium=web2x&context=3).\\n* u/Doraemonhacker shared this super stylish old man\\'s guide to shirts. [https://youtu.be/-T10NW99t3E](https://youtu.be/-T10NW99t3E)  A bit lengthy, but the wall of white mentioned at (19:01 - 19:40) is the best example of hardcore things can get when you go for a super high-end shirt. The shoes featured in the channel are AMAZEBALLZ.',\n",
       "  'vkw2o6',\n",
       "  1015,\n",
       "  0.96,\n",
       "  'Discussion',\n",
       "  1656216102.0,\n",
       "  89,\n",
       "  Redditor(name='freyasan'),\n",
       "  9748,\n",
       "  'https://www.reddit.com/r/singapore/comments/vkw2o6/the_white_tshirt_guide_for_sg_dudes/'],\n",
       " ['What if the govt repeals 377A but strips away other LGBTQ rights?',\n",
       "  \"I'm worried that's what they're moving towards, given things such as recently making it illegal for same-sex couples to adopt, and raising the minimum age for trans people to get HRT (probably their way to avoid issues with students transitioning). Such that even if they repeal, we may end up worse than before if their form of compromise is to replace a non-enforced law with enforced discrimination, or even use the repeal to argue against the existence of that discrimination.\\n\\nEDIT: if you disagree, please specify why instead of just downvoting, because I’m definitely hoping I’m wrong on this.\",\n",
       "  'vkw080',\n",
       "  0,\n",
       "  0.38,\n",
       "  'Discussion',\n",
       "  1656215899.0,\n",
       "  20,\n",
       "  Redditor(name='anakinmcfly'),\n",
       "  7232,\n",
       "  'https://www.reddit.com/r/singapore/comments/vkw080/what_if_the_govt_repeals_377a_but_strips_away/'],\n",
       " ['TIL I learned of Teo Cheng Kiat and how he embezzled S$35 million from Singapore Airlines from 1987 to 2000',\n",
       "  '',\n",
       "  'vkvv3q',\n",
       "  86,\n",
       "  0.94,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656215380.0,\n",
       "  29,\n",
       "  Redditor(name='davechua'),\n",
       "  22184,\n",
       "  'https://en.wikipedia.org/wiki/Teo_Cheng_Kiat'],\n",
       " [\"Drug used off-label has kept man's brain cancer under control for a year\",\n",
       "  '',\n",
       "  'vku64b',\n",
       "  385,\n",
       "  0.98,\n",
       "  'News',\n",
       "  1656209486.0,\n",
       "  100,\n",
       "  Redditor(name='Twrd4321'),\n",
       "  71807,\n",
       "  'https://i.redd.it/mde7zqrcjv791.jpg'],\n",
       " [\"'It’s all from your own pocket': Insurance agents weigh in on giving out freebies at roadshows\",\n",
       "  '',\n",
       "  'vkqpvu',\n",
       "  0,\n",
       "  0.45,\n",
       "  'News',\n",
       "  1656197996.0,\n",
       "  40,\n",
       "  Redditor(name='worldcitizensg'),\n",
       "  14578,\n",
       "  'https://www.channelnewsasia.com/singapore/its-all-your-own-pocket-insurance-agents-weigh-giving-out-freebies-roadshows-2765986'],\n",
       " ['/r/singapore random discussion and small questions thread for June 26, 2022',\n",
       "  'Talk about your day. Anything goes, but subreddit rules still apply. Please be polite to each other!',\n",
       "  'vkpiyn',\n",
       "  13,\n",
       "  0.78,\n",
       "  None,\n",
       "  1656194411.0,\n",
       "  568,\n",
       "  Redditor(name='AutoModerator'),\n",
       "  1000,\n",
       "  'https://www.reddit.com/r/singapore/comments/vkpiyn/rsingapore_random_discussion_and_small_questions/'],\n",
       " ['The Big Read: To stamp out everyday racism or microaggression, treat it as anything but casual',\n",
       "  '',\n",
       "  'vkn1su',\n",
       "  11,\n",
       "  0.56,\n",
       "  'News',\n",
       "  1656187124.0,\n",
       "  38,\n",
       "  Redditor(name='melancholysg29'),\n",
       "  1321,\n",
       "  'https://www.todayonline.com/big-read/big-read-stamp-out-everyday-racism-or-microaggression-treat-it-anything-casual-1932451'],\n",
       " ['Police launch arcade-style anti-scam game for the youth',\n",
       "  '',\n",
       "  'vkil5i',\n",
       "  43,\n",
       "  0.87,\n",
       "  'News',\n",
       "  1656174190.0,\n",
       "  14,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/police-launch-arcade-style-anti-scam-game-for-youths'],\n",
       " ['Large crowds outside The Cathay as people gather to watch busker perform',\n",
       "  '',\n",
       "  'vkhmow',\n",
       "  58,\n",
       "  0.79,\n",
       "  'News',\n",
       "  1656171468.0,\n",
       "  32,\n",
       "  Redditor(name='patricklhe'),\n",
       "  10231,\n",
       "  'https://www.channelnewsasia.com/singapore/large-crowds-cathay-busker-jeff-ng-facebook-tiktok-2770941?cid=FBcna&fbclid=IwAR32Ewu2CHmPjfXpuKolNGewqP0CBpHR9V3GvhKV6av7Z7Wc722VcXEIQRw&fs=e&s=cl'],\n",
       " ['Reckless driver skids & crashes Audi into 3 vintage cars at Kranji workshop',\n",
       "  '',\n",
       "  'vkfrxw',\n",
       "  67,\n",
       "  0.89,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1656165935.0,\n",
       "  16,\n",
       "  Redditor(name='milo_peng'),\n",
       "  4245,\n",
       "  'https://mothership.sg/2022/06/vintage-cars-destroyed/'],\n",
       " ['Anyone knows what this is? Seen from Punggol area.',\n",
       "  '',\n",
       "  'vkf2ej',\n",
       "  540,\n",
       "  0.96,\n",
       "  'Photos, Videos',\n",
       "  1656163624.0,\n",
       "  225,\n",
       "  Redditor(name='SecondFleet'),\n",
       "  919,\n",
       "  'https://v.redd.it/cl6u78s6rr791'],\n",
       " ['Drug-free after years of struggle, ex-gang member now helps drug offenders stay clean',\n",
       "  '',\n",
       "  'vket5l',\n",
       "  50,\n",
       "  0.87,\n",
       "  'News',\n",
       "  1656162754.0,\n",
       "  10,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/community/ex-gang-member-drug-free-after-years-of-struggle-now-helps-drug-offenders-stay-clean'],\n",
       " ['[Also Politics] New (14th) Singapore Parliament line-up photo as of June 2022',\n",
       "  '',\n",
       "  'vkd9om',\n",
       "  165,\n",
       "  0.92,\n",
       "  'Politics',\n",
       "  1656157362.0,\n",
       "  128,\n",
       "  Redditor(name='SuperWIKI1'),\n",
       "  2396,\n",
       "  'https://i.redd.it/9ed6d6zo7r791.jpg'],\n",
       " ['a neighborhood sunset',\n",
       "  '',\n",
       "  'vkd4gb',\n",
       "  202,\n",
       "  0.89,\n",
       "  'Photos, Videos',\n",
       "  1656156810.0,\n",
       "  2,\n",
       "  Redditor(name='SummerPop'),\n",
       "  4085,\n",
       "  'https://i.redd.it/aqnjq1xy6r791.jpg'],\n",
       " ['Man caught on CCTV casually stealing durian from Jurong East stall',\n",
       "  '',\n",
       "  'vkbpjy',\n",
       "  90,\n",
       "  0.87,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1656151048.0,\n",
       "  25,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://mothership.sg/2022/06/man-steal-durian-jurong-east/'],\n",
       " ['went exploring the abandoned structures at bukit batok hillside park',\n",
       "  '',\n",
       "  'vkahbc',\n",
       "  189,\n",
       "  0.96,\n",
       "  'Photos, Videos',\n",
       "  1656145711.0,\n",
       "  11,\n",
       "  Redditor(name='802938019'),\n",
       "  6676,\n",
       "  'https://www.reddit.com/gallery/vkahbc'],\n",
       " ['Grandfather, 84, and granddaughter, 14, found dead in Bukit Batok',\n",
       "  '',\n",
       "  'vk952p',\n",
       "  252,\n",
       "  0.97,\n",
       "  'News',\n",
       "  1656140168.0,\n",
       "  29,\n",
       "  Redditor(name='HistorianSoviet'),\n",
       "  7936,\n",
       "  'https://www.straitstimes.com/singapore/courts-crime/grandfather-84-and-granddaughter-14-found-dead-in-bukit-batok'],\n",
       " [\"Why doesn't Singapore have a few more radio stations that cater to other music genres?\",\n",
       "  'Like we have symphony 924 for those orchestral stuff, gold 905 for oldies, 987 for the \"young punks\" of today, etc. \\n\\nHow about a station for rock music? It wouldn\\'t be too extreme for the masses, and currently most Singapore radio doesn\\'t have regular rock music. \\n\\nWe could have music from bands like Green Day, Linkin Park, AC/DC, Guns n Roses, maybe more modern rock bands like Crashing Atlas. Then if they want softer rock they can go for perhaps Radiohead, Eagles, Nirvana and stuff.\\n\\nThis would appeal to people of different generations I think, which would be great!\\n\\nIs this a bad idea?',\n",
       "  'vjqi5q',\n",
       "  0,\n",
       "  0.4,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656083024.0,\n",
       "  23,\n",
       "  Redditor(name='thatmarsboy'),\n",
       "  859,\n",
       "  'https://www.reddit.com/r/singapore/comments/vjqi5q/why_doesnt_singapore_have_a_few_more_radio/'],\n",
       " ['Inefficiency of mental health infrastructure in Singapore',\n",
       "  'I feel that the waiting time to go for a consultation for IMH by polyclinic referral is way too long. Anyone here is willing to share their pain points regarding our Singapore mental health system ? I feel that the govt only talk but no action regarding mental health',\n",
       "  'vjs6oi',\n",
       "  64,\n",
       "  0.83,\n",
       "  'Serious Discussion',\n",
       "  1656087602.0,\n",
       "  31,\n",
       "  Redditor(name='onionKnight209'),\n",
       "  34,\n",
       "  'https://www.reddit.com/r/singapore/comments/vjs6oi/inefficiency_of_mental_health_infrastructure_in/'],\n",
       " ['A Love Letter to Singapore',\n",
       "  ' \\n\\nA long time ago, in a Southern Province of China…\\n\\nMy first memories of Singapore were of the show Under One Roof. There weren’t a lot of English TV options back then, and something about the dysfunctional but loving Tan family resonated with me, a lonely kid in a far off province of his own. Sure, we had little in common - I, ten years old, an American, not knowing his dim sum from his durian, they using exotic words like kiasu and Mee Rebus. But something about the love the family had for each other, the patience and forgiveness with their foibles, the idea that no matter what happened in that half hour, everything would work out ok - that resonated with me.\\n\\nOver the next ten years, I came to learn that the show represented everything there is to love about Singapore. The love for family, the inherent safety of existing in a country that provides for its people, the celebration of diversity, the kindness and generosity of its people - this is what I came to discover in my time there. And despite being an Ang Mo, despite despising Rojak and Otah Otah, Singapore has stolen my heart and will hold it forever.\\n\\nMy formative years were spent in what would be shocking levels of independence here in the States - romping through Lower Pierce Reservoir, riding my bike to the arcade in Yishun, playing capture the flag on Mt. Faber long before it had a cable car. Singapore gave me the freedom to be a child in safety. Later, she gave me the foundational experiences of a young man, falling in love while sitting on the rooftop of the Esplanade, watching what stars we could see through the city lights. She gave me my first heartbreak when that love moved away, and distance took its toll. She gave me friendship like I’ve never known since, forged playing Counter Strike in $5 LAN cafes, and street soccer matches in the HDB void deck, and long days watching the tankers float by off the East Coast. She taught me that Muslims, Christians, Buddhists, and Hindus can live in mutual respect and understanding, and that whatever differences might exist between us are far outweighed by our shared experiences as people. She taught me to be a responsible adolescent with a healthy respect for the law and for my fellow citizens, and to show mad respect to Auntie when she yells at me for kicking a ball into her yard. She taught me, through the ever changing Expat communities, how to make new friends fast, and how to say see you later without saying goodbye. She taught me empathy, patience, and forgiveness, all through the people I met in the hawker center, or on the MRT, or down my street. In short, she made me the person I am today. And it is why I keep coming back, year after year, even though circumstances have kept me from living there full time, which will always be my dream. It’s why I will always see Singapore as my true home. \\n\\nI know Singapore isn’t perfect. The ugly tendrils of the world’s culture wars have begun to seep in - frustration with the trajectory of the society,  a lack of faith in social and governmental systems, and most disturbingly, racial tension. And I recognize there is a tendency to focus on the negatives - I see it plenty on this forum- and that’s not necessarily a bad thing. Without criticism, there can’t be growth. But at the same time, I’ve felt that Singapore sometimes has a sort of insecurity to it, that because it is small, it has to constantly change and innovate, to be bigger, shinier, more glamorous, more competitive, more….more. But you are enough now. You are a model of what so many places could and should be. You are not your casinos or your rooftop bars, but your values and your people. And you are beautiful.\\n\\nUnder One Roof might be long gone, but the sense of place it evoked remains. And I hope to return and remain some day as well. Love to you all.',\n",
       "  'vk7vyd',\n",
       "  572,\n",
       "  0.92,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656135186.0,\n",
       "  70,\n",
       "  Redditor(name='listsoffury'),\n",
       "  688,\n",
       "  'https://www.reddit.com/r/singapore/comments/vk7vyd/a_love_letter_to_singapore/'],\n",
       " ['From harpist to music therapist: Singaporean tells why she made career switch during Covid-19 pandemic',\n",
       "  '',\n",
       "  'vk82hx',\n",
       "  52,\n",
       "  0.87,\n",
       "  'News',\n",
       "  1656135855.0,\n",
       "  1,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.todayonline.com/singapore/harpist-musician-music-therapy-singaporean-career-switch-covid-19-pandemic-1932026'],\n",
       " [\"Singapore's electric vehicle revolution is coming - does this spell the end for petrol stations?\",\n",
       "  '',\n",
       "  'vk6b3f',\n",
       "  59,\n",
       "  0.88,\n",
       "  'News',\n",
       "  1656129475.0,\n",
       "  49,\n",
       "  Redditor(name='edwinksl'),\n",
       "  144018,\n",
       "  'https://www.channelnewsasia.com/singapore/focus-singapores-electric-vehicle-revolution-coming-does-spell-end-petrol-stations-2768051'],\n",
       " ['Is bike sharing a thing again? Got dumped a load of these and they crowd out the available parking space.',\n",
       "  '',\n",
       "  'vk5rc1',\n",
       "  157,\n",
       "  0.84,\n",
       "  'Discussion',\n",
       "  1656127563.0,\n",
       "  44,\n",
       "  Redditor(name='lieisacake'),\n",
       "  92,\n",
       "  'https://i.redd.it/v5kb1bjqro791.jpg'],\n",
       " [\"'A universe of magazines': Meet the man keeping Holland Village's iconic Thambi Magazine Store going\",\n",
       "  '',\n",
       "  'vk4zqk',\n",
       "  140,\n",
       "  0.95,\n",
       "  'News',\n",
       "  1656124902.0,\n",
       "  11,\n",
       "  Redditor(name='patricklhe'),\n",
       "  10231,\n",
       "  'https://cnalifestyle.channelnewsasia.com/living/thambi-magazine-store-holland-village-sam-316051'],\n",
       " ['I drew my favorite spot, Seaside at Labrador Park',\n",
       "  '',\n",
       "  'vk3mq2',\n",
       "  1028,\n",
       "  0.98,\n",
       "  'I Made This',\n",
       "  1656120330.0,\n",
       "  24,\n",
       "  Redditor(name='zippygoldi'),\n",
       "  5636,\n",
       "  'https://www.reddit.com/gallery/vk3mq2'],\n",
       " ['/r/singapore random discussion and small questions thread for June 25, 2022',\n",
       "  'Talk about your day. Anything goes, but subreddit rules still apply. Please be polite to each other!',\n",
       "  'vjzlb9',\n",
       "  15,\n",
       "  0.8,\n",
       "  None,\n",
       "  1656108009.0,\n",
       "  585,\n",
       "  Redditor(name='AutoModerator'),\n",
       "  1000,\n",
       "  'https://www.reddit.com/r/singapore/comments/vjzlb9/rsingapore_random_discussion_and_small_questions/'],\n",
       " ['About 95% of Singapore expats in top positions feel burnt out, survey finds',\n",
       "  '',\n",
       "  'vjyhjq',\n",
       "  74,\n",
       "  0.75,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656104885.0,\n",
       "  88,\n",
       "  Redditor(name='worldcitizensg'),\n",
       "  14578,\n",
       "  'https://sg.finance.yahoo.com/news/about-95-of-singapore-expats-in-top-positions-feel-burnt-out-survey-finds-022244597.html'],\n",
       " [\"Consumer watchdog wants more protection for 'buy now, pay later' users after 18 complaints in 18 months\",\n",
       "  '',\n",
       "  'vjv4zh',\n",
       "  96,\n",
       "  0.94,\n",
       "  'News',\n",
       "  1656095534.0,\n",
       "  43,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.todayonline.com/singapore/buy-now-pay-later-bnpl-complaints-case-1932596'],\n",
       " ['Mandatory tuberculosis screening for residents of 2 Jalan Bukit Merah after about 170 people test positive',\n",
       "  '',\n",
       "  'vjqheo',\n",
       "  93,\n",
       "  0.94,\n",
       "  'News',\n",
       "  1656082968.0,\n",
       "  15,\n",
       "  Redditor(name='uncomfortablehistory'),\n",
       "  5058,\n",
       "  'https://www.channelnewsasia.com/singapore/tuberculosis-screening-2-jalan-bukit-merah-about-170-test-positive-2769186'],\n",
       " ['GrabFood delivery rider dies after accident with lorry along Punggol Walk',\n",
       "  '',\n",
       "  'vjqgvd',\n",
       "  73,\n",
       "  0.91,\n",
       "  'News',\n",
       "  1656082928.0,\n",
       "  18,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.channelnewsasia.com/singapore/grabfood-rider-accident-died-punggol-walk-2769161'],\n",
       " ['3 teens among 8 charged with involvement in DBS phishing scam',\n",
       "  '',\n",
       "  'vjo9sl',\n",
       "  35,\n",
       "  0.93,\n",
       "  'News',\n",
       "  1656076665.0,\n",
       "  5,\n",
       "  Redditor(name='Familiar-Mouse4490'),\n",
       "  16502,\n",
       "  'https://www.todayonline.com/singapore/3-teens-8-charged-dbs-phishing-scam-1932801'],\n",
       " ['High Court dismisses elderly man’s S$762,000 claim from mistress after souring of 40-year affair',\n",
       "  '',\n",
       "  'vjo58x',\n",
       "  50,\n",
       "  0.92,\n",
       "  'News',\n",
       "  1656076267.0,\n",
       "  12,\n",
       "  Redditor(name='homerulez7'),\n",
       "  3227,\n",
       "  'https://www.todayonline.com/singapore/court-dismisses-elderly-man-cash-claim-mistress-1932591'],\n",
       " ['Fairprice fail',\n",
       "  '',\n",
       "  'vjnj21',\n",
       "  581,\n",
       "  0.97,\n",
       "  'Photos, Videos',\n",
       "  1656074422.0,\n",
       "  62,\n",
       "  Redditor(name='homerulez7'),\n",
       "  3227,\n",
       "  'https://imgur.com/pi3EnlG.jpg'],\n",
       " ['Man jailed and fined more than S$4 million for evading GST on imported goods, falsifying documents',\n",
       "  '',\n",
       "  'vjna9p',\n",
       "  38,\n",
       "  0.89,\n",
       "  'News',\n",
       "  1656073607.0,\n",
       "  1,\n",
       "  Redditor(name='lobangbecausenomoney'),\n",
       "  13398,\n",
       "  'https://www.channelnewsasia.com/singapore/evade-gst-falsify-invoices-sea-net-fined-4-million-jailed-customs-2768526'],\n",
       " ['Joss paper burning gone wrong',\n",
       "  '',\n",
       "  'vjn7v2',\n",
       "  610,\n",
       "  0.97,\n",
       "  'Photos, Videos',\n",
       "  1656073389.0,\n",
       "  123,\n",
       "  Redditor(name='orangemonstered'),\n",
       "  3639,\n",
       "  'https://i.imgur.com/toAawzt.jpg'],\n",
       " ['ShopBack raises US$80 million in new funding round',\n",
       "  '',\n",
       "  'vjmg2w',\n",
       "  35,\n",
       "  0.79,\n",
       "  'News',\n",
       "  1656070807.0,\n",
       "  10,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.channelnewsasia.com/business/shopback-raises-us80-million-new-funding-round-2767991'],\n",
       " [\"After 'crazy' growth, PRISM+ to launch smart home appliances, open retail stores\",\n",
       "  '',\n",
       "  'vjlua3',\n",
       "  0,\n",
       "  0.35,\n",
       "  'News',\n",
       "  1656068645.0,\n",
       "  10,\n",
       "  Redditor(name='patricklhe'),\n",
       "  10231,\n",
       "  'https://www.channelnewsasia.com/singapore/prism-launch-smart-home-appliances-open-new-stores-2759591'],\n",
       " ['The Politics of Repeal',\n",
       "  '',\n",
       "  'vjlgzn',\n",
       "  19,\n",
       "  0.63,\n",
       "  'Politics',\n",
       "  1656067254.0,\n",
       "  4,\n",
       "  Redditor(name='allergictofur'),\n",
       "  6047,\n",
       "  'https://sudhirtv.com/2022/06/23/the-politics-of-repeal/'],\n",
       " ['Police officer jailed for sending harassing messages to teenager he was investigating',\n",
       "  '',\n",
       "  'vjkfib',\n",
       "  247,\n",
       "  0.98,\n",
       "  'News',\n",
       "  1656063033.0,\n",
       "  52,\n",
       "  Redditor(name='uncomfortablehistory'),\n",
       "  5059,\n",
       "  'https://www.channelnewsasia.com/singapore/police-officer-stalk-teenager-harass-text-messages-2768516'],\n",
       " ['Two men charged with misappropriating S$600,000 to fund their business',\n",
       "  '',\n",
       "  'vjk550',\n",
       "  38,\n",
       "  0.95,\n",
       "  'News',\n",
       "  1656061805.0,\n",
       "  2,\n",
       "  Redditor(name='lobangbecausenomoney'),\n",
       "  13398,\n",
       "  'https://www.channelnewsasia.com/singapore/police-court-two-men-charged-misappropriating-money-cashiers-orders-2768546'],\n",
       " ['the unfortunately named Ministry',\n",
       "  '',\n",
       "  'vjk1wf',\n",
       "  909,\n",
       "  0.98,\n",
       "  'Satire/Parody',\n",
       "  1656061418.0,\n",
       "  50,\n",
       "  Redditor(name='istar00'),\n",
       "  1333,\n",
       "  'https://i.redd.it/oguwuxo5bj791.png'],\n",
       " ['Singapore adults expect finances to worsen or be unchanged amid inflation: Survey',\n",
       "  '',\n",
       "  'vjji2i',\n",
       "  79,\n",
       "  0.88,\n",
       "  'News',\n",
       "  1656058989.0,\n",
       "  16,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://ph.news.yahoo.com/singapore-adults-finances-worsen-unchanged-inflation-survey-065111467.html'],\n",
       " ['Transitioning to the enhanced Platform Screen Doors Singange',\n",
       "  '',\n",
       "  'vjixi9',\n",
       "  54,\n",
       "  0.78,\n",
       "  'Photos, Videos',\n",
       "  1656056518.0,\n",
       "  20,\n",
       "  Redditor(name='spdknght'),\n",
       "  28,\n",
       "  'https://i.redd.it/7nu03o3rwi791.jpg'],\n",
       " ['So I wrote this to my MP the other day...',\n",
       "  'Hi XXX (name withheld)\\n\\n&#x200B;\\n\\nWe spoke last evening about our thoughts on the repeal of 377A. You said that if you had to vote on this issue you would vote not to repeal 377A based on the moral guidance of your Christian faith. I was dismayed, and as I mulled over your justifications later that evening, and even today, my feeling shifted from dismay to perturbed. Yes, I am perturbed if that is your reason. Let me explain why.\\n\\n&#x200B;\\n\\n1. The Christian faith as in all religions, preaches many things. Some are universally good, some are simply untenable in today’s world - I mean, the Bible does say a lot about rights to own slaves, divorce and (the lack of) women’s rights. So are you consistent enough to rely on your faith when it comes to every issue put on a vote, or do you conveniently single out certain beliefs from your faith to suit your own bias and perceptions?\\n\\n&#x200B;\\n\\n2. It is precisely your faith that opposes and oppresses the LGBTQ community at large. One just need to observe comments and motivations made within the faith community to understand the constant onslaught of discrimination and threats against the LGBTQ family. So by relying on your moral conscience to your faith to make a decision that continues to oppress and make unequal a gay person’s standing in his society, have you abandoned your moral conscience of many others (amongst which are your constituents as well) to strive for a more equal society? As I reiterated last night, we are not taking away rights from  the heteronormative society, there is nothing they lose by us gaining a bit of dignity in our lives.\\n\\n&#x200B;\\n\\n3. I stand by what I said last night that an MP elected by his constituents should be representing the voice of his constituency instead of being guided by his personal beliefs. Otherwise, why bother even having Meet The People sessions? The whole point of the MPS is for the MP to listen, understand the ground and grievances of the constituents, and represent their voices in parliament. I completely understand that one issue can have many voices and opposing opinions. Then I feel as an MP, his vote should always be - always be - to be on the side of the disenfranchised. I have presented to you enough reasons why the LGBTQ community is constantly at a disadvantage and losing end of so many other laws and regulations that support a heteronormative family that typing them all down here just overwhelms me negatively even further. How much real and tangible disadvantages will the conservatives incur on the other hand, from a repeal of a law that although isn’t enforced legally, is being wielded by them “because it is still there” to justify their continual discrimination? None. But they do get less intangible weight when imposing their belief system on others.\\n\\n&#x200B;\\n\\nLastly, my example of the analogy of a wealthy MP voting against the appeal from his poorer constituents to raise taxes for the rich because he is reluctant to lose his wealth is very real and relevant. You said “But who would do that?” Yet this is happening around the world, even in Singapore. I believe an opposition party wrote this - “We will continue to argue against the proposed GST increase in parliament, as well as for alternative forms of revenue generation, such as wealth taxes…”\\n\\n&#x200B;\\n\\nHave a think about what I have put down here. Again, I sincerely appeal to you to listen to the LGBTQ voices on the ground to have a better understanding of the real struggles they face in their daily lives, and the lament of the potential they could have achieved if they were given a little more equality.',\n",
       "  'viu35t',\n",
       "  32,\n",
       "  0.59,\n",
       "  'Politics',\n",
       "  1655981374.0,\n",
       "  56,\n",
       "  Redditor(name='deuter72'),\n",
       "  3062,\n",
       "  'https://www.reddit.com/r/singapore/comments/viu35t/so_i_wrote_this_to_my_mp_the_other_day/'],\n",
       " ['Parachute training at Chong Pang',\n",
       "  '',\n",
       "  'vjdaj6',\n",
       "  122,\n",
       "  0.93,\n",
       "  'Photos, Videos',\n",
       "  1656036557.0,\n",
       "  18,\n",
       "  Redditor(name='HeavyArmsJin'),\n",
       "  6909,\n",
       "  'https://www.reddit.com/gallery/vjdaj6'],\n",
       " [\"S'pore mum nabbed after abusing drugs at home when taking care of 9-month-old son\",\n",
       "  '',\n",
       "  'vjhq6v',\n",
       "  118,\n",
       "  0.93,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1656051661.0,\n",
       "  55,\n",
       "  Redditor(name='sexyhades69'),\n",
       "  10893,\n",
       "  'https://mothership.sg/2022/06/singapore-mother-drugs-baby-son/?fbclid=IwAR3YYMwZNj83NTVEmH6EvChzIxNsMG2mJXmh3kdrdKrvx-U0Rr4ZicF3odo'],\n",
       " ['Does anyone here still read local magazines? Digital or print?',\n",
       "  'For context I recently joined a local magazine publication and in their media rate cards where they determine their monthly audience I was quite surprised at the numbers. 2million readers? Really?\\n\\nAlso overheard at marketing \"let\\'s make the number less rounded so it sounds more believable\" maybe I heard it out of context. But really??? Local magazines has 2 million readers? \\n\\nMaybe for news publications channels.',\n",
       "  'vjhtty',\n",
       "  39,\n",
       "  0.88,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656052063.0,\n",
       "  44,\n",
       "  Redditor(name='awinterofdiscontent7'),\n",
       "  4054,\n",
       "  'https://www.reddit.com/r/singapore/comments/vjhtty/does_anyone_here_still_read_local_magazines/'],\n",
       " ['Man, 58, arrested after allegedly attacking 2 people with knife at Yishun',\n",
       "  '',\n",
       "  'vjh9p6',\n",
       "  140,\n",
       "  0.97,\n",
       "  'News',\n",
       "  1656049900.0,\n",
       "  44,\n",
       "  Redditor(name='Thefunincaifun'),\n",
       "  22118,\n",
       "  'https://www.straitstimes.com/singapore/courts-crime/man-58-arrested-after-allegedly-attacking-2-people-with-knife-at-yishun'],\n",
       " ['[UPDATE] Good Class Bungalow at Queen Astrid Park rented at record $200,000 a month',\n",
       "  '',\n",
       "  'vjfw6k',\n",
       "  259,\n",
       "  0.95,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656045057.0,\n",
       "  83,\n",
       "  Redditor(name='smashr0xx'),\n",
       "  284,\n",
       "  'https://sg.finance.yahoo.com/news/good-class-bungalow-queen-astrid-061908135.html'],\n",
       " ['Extra $3 surcharge for taxi rides from Changi Airport extended until end-2022',\n",
       "  '',\n",
       "  'vjfsrd',\n",
       "  26,\n",
       "  0.8,\n",
       "  'News',\n",
       "  1656044739.0,\n",
       "  9,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/transport/surcharge-hike-for-taxi-rides-from-changi-airport-extended-by-six-months-until-end-2022'],\n",
       " ['Singapore regulator vows to be ‘unrelentingly hard’ on crypto',\n",
       "  '',\n",
       "  'vj98t7',\n",
       "  287,\n",
       "  0.93,\n",
       "  'Opinion / Fluff Post',\n",
       "  1656024155.0,\n",
       "  79,\n",
       "  Redditor(name='worldcitizensg'),\n",
       "  14578,\n",
       "  'https://www.ft.com/content/aae591e1-b291-493c-94c6-6babcb682831'],\n",
       " ['/r/singapore random discussion and small questions thread for June 24, 2022',\n",
       "  'Talk about your day. Anything goes, but subreddit rules still apply. Please be polite to each other!',\n",
       "  'vj8bw8',\n",
       "  12,\n",
       "  0.71,\n",
       "  None,\n",
       "  1656021609.0,\n",
       "  839,\n",
       "  Redditor(name='AutoModerator'),\n",
       "  1000,\n",
       "  'https://www.reddit.com/r/singapore/comments/vj8bw8/rsingapore_random_discussion_and_small_questions/'],\n",
       " [\"Chip giant GlobalFoundries to create 1,000 jobs in S'pore, with new plant on track to open in 2023\",\n",
       "  '',\n",
       "  'viy4gj',\n",
       "  118,\n",
       "  0.94,\n",
       "  'News',\n",
       "  1655994256.0,\n",
       "  33,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/business/chip-giant-globalfoundries-to-create-1000-jobs-in-spore-with-new-plant-on-track-to-open-in-2023'],\n",
       " [\"M Ravi among 2 lawyers ordered to pay costs over death row inmates' case alleging ethnic bias\",\n",
       "  '',\n",
       "  'viwjb2',\n",
       "  58,\n",
       "  0.94,\n",
       "  'News',\n",
       "  1655989592.0,\n",
       "  25,\n",
       "  Redditor(name='Thefunincaifun'),\n",
       "  22118,\n",
       "  'https://www.channelnewsasia.com/singapore/m-ravi-court-order-pay-costs-death-row-inmates-ethnic-bias-2765996'],\n",
       " ['NPCC honorary officer jailed for sex offences against 2 teenage boys',\n",
       "  '',\n",
       "  'viw03h',\n",
       "  103,\n",
       "  0.96,\n",
       "  'News',\n",
       "  1655987989.0,\n",
       "  20,\n",
       "  Redditor(name='uncomfortablehistory'),\n",
       "  5059,\n",
       "  'https://www.channelnewsasia.com/singapore/npcc-honorary-officer-adult-leader-molest-sex-offences-teenage-boys-2766121'],\n",
       " ['[Also Politics] Made this timeline for the Cabinet of Singapore Wikipedia page! Share anything interesting you found looking through this.',\n",
       "  '',\n",
       "  'vivlun',\n",
       "  296,\n",
       "  0.97,\n",
       "  'Politics',\n",
       "  1655986754.0,\n",
       "  96,\n",
       "  Redditor(name='SuperWIKI1'),\n",
       "  2396,\n",
       "  'https://i.redd.it/v389wu025d791.png'],\n",
       " ['Some analysts upgrade inflation forecasts; say more relief measures might be needed if prices keep rising',\n",
       "  '',\n",
       "  'vivfqn',\n",
       "  26,\n",
       "  0.88,\n",
       "  'News',\n",
       "  1655986204.0,\n",
       "  22,\n",
       "  Redditor(name='lobangbecausenomoney'),\n",
       "  13398,\n",
       "  'https://www.channelnewsasia.com/singapore/inflation-forecasts-relief-measures-rising-prices-analystss-2765331'],\n",
       " ['SMRT Trains To Install Heritage-themed Wall Murals at 35 MRT Stations',\n",
       "  '',\n",
       "  'viv9hr',\n",
       "  39,\n",
       "  0.85,\n",
       "  'News',\n",
       "  1655985644.0,\n",
       "  11,\n",
       "  Redditor(name='memloh'),\n",
       "  1556,\n",
       "  'https://blog.sgtrains.com/2022/06/smrt-heritage-themed-wall-murals/'],\n",
       " [\"'S'pore of Medan': Indonesian town builds Merlion statue, Fountain of Wealth & ERP gantry\",\n",
       "  '',\n",
       "  'viuj6i',\n",
       "  116,\n",
       "  0.91,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1655983041.0,\n",
       "  31,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://mothership.sg/2022/06/singapore-of-medan/'],\n",
       " ['Traveling to Malaysia with 35mm film',\n",
       "  \"I do film photography as a hobby. I'll be traveling to Malaysia by bus and decided to bring my camera and some rolls along to document the sites. From what I've read, the carry-on luggage scanners shouldn't do too much to ISO 200-400 film and I've also seen that some people request for a hand-check by the security officers rather than bringing them through the scanners. Are these possible at SG and JB customs (specifically the ones at the Causeway)? Or are there any other things to take note of?\\n\\n\\nP.S Hello to anyone finding this post in the future. I've returned from my trip and guess I'd share what the experience was like. Basically very smooth and simple. I carried my film and camera with me in its own bag and it was just a matter of taking them out of the bag before it entered the scanner and explaining that I had photographic film. Customs on both sides were accommodating and simply waved me through once I told them about it. Only difference between SG and Malaysia is that SG has a metal detector and pat-down whereas Malaysia does not, but it didn't affect anything about the film. All of this is as of June 2022.\",\n",
       "  'viu68x',\n",
       "  17,\n",
       "  0.69,\n",
       "  'Discussion',\n",
       "  1655981714.0,\n",
       "  7,\n",
       "  Redditor(name='suggestions_username'),\n",
       "  5607,\n",
       "  'https://www.reddit.com/r/singapore/comments/viu68x/traveling_to_malaysia_with_35mm_film/'],\n",
       " ['Dr Mahathir claims that his statement on reclaiming Singapore and Riau islands were taken out of context',\n",
       "  '',\n",
       "  'viscbm',\n",
       "  468,\n",
       "  0.97,\n",
       "  'Photos, Videos',\n",
       "  1655974221.0,\n",
       "  158,\n",
       "  Redditor(name='PAP_IB_Dog'),\n",
       "  457,\n",
       "  'https://i.redd.it/l5j954i14c791.png'],\n",
       " [\"18 months' probation for S'pore PR who posted anti-Islam remarks online\",\n",
       "  '',\n",
       "  'virw18',\n",
       "  67,\n",
       "  0.92,\n",
       "  'News',\n",
       "  1655972274.0,\n",
       "  30,\n",
       "  Redditor(name='Thefunincaifun'),\n",
       "  22118,\n",
       "  'https://www.straitstimes.com/singapore/courts-crime/18-months-probation-for-spore-pr-who-posted-anti-islam-remarks-online'],\n",
       " ['Jail for man who took prominent US video-game developer’s details from dark web to mine cryptocurrencies',\n",
       "  '',\n",
       "  'virrn0',\n",
       "  56,\n",
       "  0.95,\n",
       "  'News',\n",
       "  1655971773.0,\n",
       "  25,\n",
       "  Redditor(name='Familiar-Mouse4490'),\n",
       "  16502,\n",
       "  'https://www.todayonline.com/singapore/jail-man-dark-web-took-personal-details-mined-crypto-1907526'],\n",
       " [\"SIA kebaya sold as a 'vintage African Ankara Dress'\",\n",
       "  '',\n",
       "  'virgug',\n",
       "  200,\n",
       "  0.95,\n",
       "  'Opinion / Fluff Post',\n",
       "  1655970522.0,\n",
       "  35,\n",
       "  Redditor(name='n00bball'),\n",
       "  3209,\n",
       "  'https://twitter.com/leyylaaah/status/1539571037494546432'],\n",
       " ['S’poreans least optimistic about retiring early, among others in Southeast Asia',\n",
       "  '',\n",
       "  'virduy',\n",
       "  214,\n",
       "  0.96,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1655970169.0,\n",
       "  90,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://vulcanpost.com/792820/singaporeans-least-optimistic-about-retiring-early/'],\n",
       " ['Man does sketches of strangers on MRT & surprises them with finished art',\n",
       "  '',\n",
       "  'viqvsg',\n",
       "  13,\n",
       "  0.6,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1655968103.0,\n",
       "  30,\n",
       "  Redditor(name='unliketrap'),\n",
       "  4318,\n",
       "  'https://mothership.sg/2022/06/artist-draws-strangers-in-mrt/'],\n",
       " [\"Healing the Divide's Iris Koh given permission to leave Singapore for cancer treatment\",\n",
       "  '',\n",
       "  'vipciw',\n",
       "  160,\n",
       "  0.91,\n",
       "  'News',\n",
       "  1655962061.0,\n",
       "  67,\n",
       "  Redditor(name='hydrangeapurple'),\n",
       "  8721,\n",
       "  'https://www.channelnewsasia.com/singapore/iris-koh-healing-divide-cancer-treatment-permission-2765316'],\n",
       " [\"S'pore core inflation jumps to 13-year high of 3.6% in May amid rising food prices\",\n",
       "  '',\n",
       "  'vip09g',\n",
       "  85,\n",
       "  0.97,\n",
       "  'News',\n",
       "  1655960811.0,\n",
       "  46,\n",
       "  Redditor(name='HistorianSoviet'),\n",
       "  7936,\n",
       "  'https://www.straitstimes.com/business/economy/singapore-core-inflation-jumps-to-13-year-high-in-may-amid-rising-food-prices'],\n",
       " ['Singapore unlikely to roll back Covid-19 rules due to BA.4/BA.5 wave: Experts',\n",
       "  '',\n",
       "  'viowy7',\n",
       "  46,\n",
       "  0.84,\n",
       "  'News',\n",
       "  1655960482.0,\n",
       "  27,\n",
       "  Redditor(name='Thefunincaifun'),\n",
       "  22118,\n",
       "  'https://www.straitstimes.com/singapore/health/singapore-unlikely-to-roll-back-covid-19-rules-due-to-ba4ba5-wave-experts'],\n",
       " ['I made 大包 Big Bao from scratch! (Recipe in comments)',\n",
       "  '',\n",
       "  'vioum6',\n",
       "  247,\n",
       "  0.97,\n",
       "  'I Made This',\n",
       "  1655960272.0,\n",
       "  18,\n",
       "  Redditor(name='basicallynocturnal'),\n",
       "  4965,\n",
       "  'https://imgur.com/a/b7YK4Mp'],\n",
       " ['The man who helped create Singapore’s housing boom is getting worried',\n",
       "  '',\n",
       "  'vioka8',\n",
       "  287,\n",
       "  0.96,\n",
       "  'News',\n",
       "  1655959249.0,\n",
       "  219,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://sg.news.yahoo.com/the-man-who-helped-create-singapores-housing-boom-is-getting-worried-024848769.html'],\n",
       " [\"Felicia Chin bids goodbye to Mediacorp: 'I’m taking a courageous leap of faith'\",\n",
       "  '',\n",
       "  'vioims',\n",
       "  43,\n",
       "  0.65,\n",
       "  'News',\n",
       "  1655959099.0,\n",
       "  66,\n",
       "  Redditor(name='patricklhe'),\n",
       "  10231,\n",
       "  'https://cnalifestyle.channelnewsasia.com/entertainment/felicia-chin-leaves-quits-mediacorp-joins-faith-based-media-organisation-317661'],\n",
       " ['Durians going for $2 at Tampines Giant',\n",
       "  '',\n",
       "  'vinj12',\n",
       "  574,\n",
       "  0.98,\n",
       "  'Photos, Videos',\n",
       "  1655955772.0,\n",
       "  44,\n",
       "  Redditor(name='huatsayyou'),\n",
       "  8799,\n",
       "  'https://i.redd.it/r4lkyun4la791.jpg'],\n",
       " [\"Billie Eilish to perform at Singapore's National Stadium in August\",\n",
       "  '',\n",
       "  'vimm0y',\n",
       "  55,\n",
       "  0.76,\n",
       "  'News',\n",
       "  1655952817.0,\n",
       "  31,\n",
       "  Redditor(name='aureron'),\n",
       "  556,\n",
       "  'https://www.straitstimes.com/life/entertainment/billie-eilish-to-perform-at-singapores-national-stadium-in-august'],\n",
       " ['Singapore Airlines Group carries 1.7 million passengers in May',\n",
       "  '',\n",
       "  'vilavu',\n",
       "  67,\n",
       "  0.89,\n",
       "  'News',\n",
       "  1655948664.0,\n",
       "  13,\n",
       "  Redditor(name='hydrangeapurple'),\n",
       "  8721,\n",
       "  'https://mainlymiles.com/2022/06/22/singapore-airlines-group-carries-1-7-million-passengers-in-may/'],\n",
       " ['Two toddlers rescued from fire in Marsiling; 60 residents evacuated',\n",
       "  '',\n",
       "  'vil7v3',\n",
       "  58,\n",
       "  0.95,\n",
       "  'News',\n",
       "  1655948410.0,\n",
       "  17,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/two-toddlers-rescued-from-fire-in-marsiling-60-residents-evacuated'],\n",
       " ['/r/singapore random discussion and small questions thread for June 23, 2022',\n",
       "  'Talk about your day. Anything goes, but subreddit rules still apply. Please be polite to each other!',\n",
       "  'vigpcs',\n",
       "  8,\n",
       "  0.7,\n",
       "  None,\n",
       "  1655935211.0,\n",
       "  776,\n",
       "  Redditor(name='AutoModerator'),\n",
       "  1000,\n",
       "  'https://www.reddit.com/r/singapore/comments/vigpcs/rsingapore_random_discussion_and_small_questions/'],\n",
       " ['Woman, in her 80s, keeps body of son, 54, in HDB flat for over a week after he passed away',\n",
       "  '',\n",
       "  'vibkc9',\n",
       "  146,\n",
       "  0.95,\n",
       "  'Tabloid/Low-quality source',\n",
       "  1655921582.0,\n",
       "  19,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://mothership.sg/2022/06/son-body-hdb-flat/'],\n",
       " ['CNA doing the Lord’s work in the Colin Chua Yi Jin case',\n",
       "  '',\n",
       "  'vi93t6',\n",
       "  2215,\n",
       "  0.98,\n",
       "  'Sept 2021',\n",
       "  1655915013.0,\n",
       "  150,\n",
       "  Redditor(name='yilin_light'),\n",
       "  5882,\n",
       "  'https://i.redd.it/lckpwvgz77791.jpg'],\n",
       " ['Threatening, controlling behaviour towards maids among main types of emotional abuse: Home report',\n",
       "  '',\n",
       "  'vi6sb3',\n",
       "  79,\n",
       "  0.96,\n",
       "  'News',\n",
       "  1655908756.0,\n",
       "  10,\n",
       "  Redditor(name='Thefunincaifun'),\n",
       "  22118,\n",
       "  'https://www.straitstimes.com/singapore/community/threatening-controlling-behaviour-towards-maids-among-main-types-of-emotional-abuse-home-report'],\n",
       " ['Worker dies after being crushed between undercarriage and counterweights of mobile crane',\n",
       "  '',\n",
       "  'vi6hkd',\n",
       "  101,\n",
       "  0.9,\n",
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       "  1655907918.0,\n",
       "  33,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/worker-dies-after-being-crushed-between-undercarriage-and-counterweights-of-mobile-crane'],\n",
       " ['Singapore recalls batch of Häagen-Dazs vanilla ice cream over pesticide concerns',\n",
       "  '',\n",
       "  'vi5o55',\n",
       "  57,\n",
       "  0.92,\n",
       "  'News',\n",
       "  1655905633.0,\n",
       "  8,\n",
       "  Redditor(name='uncomfortablehistory'),\n",
       "  5060,\n",
       "  'https://sg.news.yahoo.com/singapore-recalls-batches-haagen-dazs-vanilla-ice-cream-pesticide-120442007.html'],\n",
       " ['Migrant worker advocate who did not get work pass renewed made misleading, false public posts: MOM',\n",
       "  ' \\n\\nSINGAPORE - A migrant worker who was active in local literary circles and founded two community groups here has left Singapore after his work permit expired and was not renewed.\\n\\nIn a Facebook post on Wednesday (June 22), Mr Zakir Hossain Khokan, 43, said the system had initially reflected an \"adverse record with a government agency\".\\n\\nHe was later told that this was an administrative error and that his work permit was \"ineligible\" for renewal, he said.\\n\\nResponding to media queries, the Manpower Ministry (MOM) said it takes into account various factors when assessing an applicant\\'s suitability to work in Singapore and for work passes to be renewed.\\n\\nThe ministry noted that by Mr Zakir\\'s own account, Singapore has allowed him to work here for 19 years.\\n\\n\"Through his time in Singapore, he has written often about migrant workers here. We renewed his work pass many times despite his activism and writings,\" said MOM.\\n\\n \"We draw the line, however, when public posts are misleading, false or deliberately provocative.\"   \\n\\n\\n\"It cited a Facebook post that Mr Zakir made last October in the wake of unrest at Westlite Jalan Tukang dormitory that drew riot police to the scene.\\n\\nPolice had responded to a call for assistance at the dorm after a confrontation between workers and management over poor quality food and long delays in transporting workers with Covid-19 to recovery and healthcare facilities.\\n\\nWhile Special Operations Command officers were on standby, the Ministry of Home Affairs said then that additional police units were not deployed and no arrests were made by the police durting the incident.\\n\\nMOM said Mr Zakir had called migrant workers in Singapore \"work slaves\", and dormitories here \"work camps\", and also alleged that soldiers and armoured vehicles had surrounded the dorm.\\n\\n\"This was a false characterisation,\" MOM said. \"There were no soldiers, let alone armoured vehicles, around.\"\\n\\nThe ministry added that Mr Zakir\\'s statements could have incited migrant workers at the dorm and elsewhere, inflamed their emotions and possibly caused incidents of public disorder.\\n\\nIt added: \"The ability of a foreigner to work in Singapore is not an entitlement. Mr Zakir has been permitted to work in Singapore for a long time, though he was a long-time activist.\\n\\n\"His work pass has since expired. He cannot prolong his stay when he no longer has a job in Singapore. He has over-stayed his welcome.\"\\n\\nThe ministry also noted that while Mr Zakir had appealed the decision by the Controller of Work Passes that his work pass was ineligible for renewal, his employer did not appeal. The appeal was considered and MOM informed him that it was unsuccessful.\\n\\nA former freelance journalist and poet, Mr Zakir returned to his home in Bangladesh on June 15 after working in Singapore\\'s construction sector for nearly two decades.\\n\\nDuring his time here, he founded literary interest group Migrant Writers of Singapore and started \"One Bag, One Book\", a book-sharing project for foreign workers here that later helped to distribute supplies to migrant workers living in dorms when Covid-19 struck.\\n\\nMr Zakir took the first prize for two consecutive years in 2014 and 2015 in the Migrant Worker Poetry Competition organised by Banglar Kantha, a newspaper here for the Bangladeshi community.\\n\\nMr Zakir said in his Facebook post that he received notice from his employer\\'s human resources department on May 24 that his work permit could not be renewed.\\n\\n\"I went to my site office and realised that I couldn\\'t access the building. I called my HR and they told me that my work permit could not be renewed,\" he told ST\\n\\nMr Zakir, who declined to name the employer, added: \"It was so sudden and unexpected.\"\\n\\nAppeals made on his behalf by several non-governmental organisations (NGOs) and individuals, including MP Louis Ng and former NMP Anthea Ong, were not successful. This is according to a letter seen by The Straits Times that was sent to Manpower Minister Tan See Leng requesting a closed-door meeting to seek clarifications.\\n\\nMs Ong, who met Mr Zakir five years ago at a community event by her social enterprise Hush TeaBar, told ST that he had approached her for help after he got news that his work pass was not being renewed.\\n\\nShe asked him to appeal directly to MOM and also agreed to write a letter to Dr Tan to outline Mr Zakir\\'s contributions to the migrant worker community.\\n\\nMs Ong said she asked for the reasons why Mr Zakir\\'s work permit was not renewed but MOM did not give one.\\n\\nShe noted that MOM has been doing good work in engaging NGOs and migrant workers since it set up a new division called the Assurance, Care and Engagement (ACE) Group in 2020 to care for migrant workers here.\\n\\n\"I hope this matter will not affect ACE\\'s efforts nor discourage our migrant brothers and sisters from coming forward to volunteer or create initiatives to support fellow migrant workers,\" said Ms Ong.\\n\\n [https://www.straitstimes.com/singapore/migrant-worker-advocate-who-did-not-get-work-pass-renewed-made-misleading-false-public-posts-mom](https://www.straitstimes.com/singapore/migrant-worker-advocate-who-did-not-get-work-pass-renewed-made-misleading-false-public-posts-mom)',\n",
       "  'vi3ez8',\n",
       "  349,\n",
       "  0.93,\n",
       "  'News',\n",
       "  1655898772.0,\n",
       "  218,\n",
       "  Redditor(name='Green_Pear2'),\n",
       "  157,\n",
       "  'https://www.reddit.com/r/singapore/comments/vi3ez8/migrant_worker_advocate_who_did_not_get_work_pass/'],\n",
       " ['Police say woman killed in Ang Mo Kio accident hit by several vehicles; bus driver arrested',\n",
       "  '',\n",
       "  'vi31df',\n",
       "  112,\n",
       "  0.97,\n",
       "  'News',\n",
       "  1655897434.0,\n",
       "  44,\n",
       "  Redditor(name='patricklhe'),\n",
       "  10231,\n",
       "  'https://www.straitstimes.com/singapore/courts-crime/police-say-woman-killed-in-ang-mo-kio-accident-was-actually-hit-by-several-vehicles-bus-driver-arrested'],\n",
       " [\"Man found guilty of flicking explosive device off window sill, causing explosion in neighbour's home\",\n",
       "  '',\n",
       "  'vi2wbx',\n",
       "  91,\n",
       "  0.93,\n",
       "  'News',\n",
       "  1655896938.0,\n",
       "  27,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/courts-crime/man-54-guilty-of-flicking-explosive-device-off-window-sill-causing-explosion-in-neighbours-home?utm_campaign=stfb&utm_medium=social&utm_source=facebook&fbclid=IwAR2gzIIBu5UajoNd_Yi_tEmve55F8TJ0eo9XVblmBEssnzG8thH3WCwa2zA'],\n",
       " [\"Workers' Party says S$1.5b support package 'step in the right direction' but does not support GST hike\",\n",
       "  '',\n",
       "  'vi2htg',\n",
       "  215,\n",
       "  0.91,\n",
       "  'News',\n",
       "  1655895455.0,\n",
       "  70,\n",
       "  Redditor(name='lobangbecausenomoney'),\n",
       "  13398,\n",
       "  'https://www.channelnewsasia.com/singapore/workers-party-wp-gst-inflation-support-package-2763036'],\n",
       " ['COE prices end higher, with premiums for big cars crossing $100k for second tender in a row',\n",
       "  '',\n",
       "  'vi0i1c',\n",
       "  54,\n",
       "  0.9,\n",
       "  'News',\n",
       "  1655887543.0,\n",
       "  19,\n",
       "  Redditor(name='okaycan'),\n",
       "  1012,\n",
       "  'https://www.straitstimes.com/singapore/transport/coe-prices-end-higher-with-premiums-for-big-cars-crossing-100k-for-second-tender-in-a-row'],\n",
       " ['This HDB Executive Apartment Has An Indoor Garden With A Tree In The Middle Of The Flat After A $150K Renovation',\n",
       "  '',\n",
       "  'vhzxn5',\n",
       "  176,\n",
       "  0.94,\n",
       "  'News',\n",
       "  1655885223.0,\n",
       "  72,\n",
       "  Redditor(name='justmewayne'),\n",
       "  28473,\n",
       "  'https://www.todayonline.com/8days/hdb-executive-apartment-has-indoor-garden-tree-middle-flat-after-150k-renovation-1924411'],\n",
       " ['Laos to sell electricity to Singapore',\n",
       "  '',\n",
       "  'vhz2hd',\n",
       "  153,\n",
       "  0.98,\n",
       "  'News',\n",
       "  1655881667.0,\n",
       "  74,\n",
       "  Redditor(name='RozyBarbie'),\n",
       "  2198,\n",
       "  'https://www.thestar.com.my/aseanplus/aseanplus-news/2022/06/20/laos-to-sell-electricity-to-singapore'],\n",
       " ['Greater durian crop sees sellers lowering prices, giving them away for free',\n",
       "  '',\n",
       "  'vhyxpk',\n",
       "  66,\n",
       "  0.91,\n",
       "  'News',\n",
       "  1655881194.0,\n",
       "  14,\n",
       "  Redditor(name='lobangbecausenomoney'),\n",
       "  13398,\n",
       "  'https://www.channelnewsasia.com/singapore/johor-durian-bumper-crop-lower-prices-giveaways-2760706'],\n",
       " ['What are some free spaces to work/study in SG?',\n",
       "  'I’m still WFH for half of the week, but recently there’s been a lot of construction work going on and makes it hard to focus. I don’t want to go back to office either, but the only spaces with WiFi that I can think of are cafes, which would get expensive since I’d have to order stuff, and I don’t think they would want me sitting there the whole day.\\n\\nDo libraries accept people sitting there to work? It‘s the only other possibility I can think of, but I don’t know if I’ll get chased out if I’m not there to borrow books and am just taking up space. Or if there are alternatives with no WiFi I can just use my phone as a hotspot if needed.',\n",
       "  'vhxeqn',\n",
       "  149,\n",
       "  0.96,\n",
       "  'Discussion',\n",
       "  1655875464.0,\n",
       "  58,\n",
       "  Redditor(name='anakinmcfly'),\n",
       "  7232,\n",
       "  'https://www.reddit.com/r/singapore/comments/vhxeqn/what_are_some_free_spaces_to_workstudy_in_sg/'],\n",
       " [\"What's Happening July 2022?\",\n",
       "  \"# Live Music\\n\\n|Check Schedule|[Timbre](https://timbregroup.asia/calendar/)|Free Entry|\\n|:-|:-|:-|\\n|Check Schedule|[Level Up](http://www.1-levelup.com/live)|Free Entry|\\n\\n# Public Holidays\\n\\n|10 July; Sunday|Hari Raya Haji|\\n|:-|:-|\\n\\n\\n# Ongoing Events\\n\\n|DATE|CATEGORY|EVENT|VENUE|PRICE|\\n|:-|:-|:-|:-|:-|\\n|Till 26 June|Family|[Let’s Play at D’Marquee New Inflatable Playground](https://www.downtowneast.com.sg/whats-on/events/details/letsplayatdmarquee)|Downtown East|$25/28 for weekdays/weekends|\\n|Till 3 July|Nature|[Makers' Market](https://www.gardensbythebay.com.sg/en/things-to-do/calendar-of-events/makers-market.html)|Floral Fantasy, Gardens by the Bay|Free Entry|\\n|Till 3 July|Exhibition|[Attack On Titan: The Exhibition](https://www.marinabaysands.com/museum/exhibitions/attack-on-titan.html)|ArtScience Museum|$18|\\n|Till 3 July|Exhibition|[Brickman® Wonders of the World LEGO® Brick Exhibition Singapore](https://www.apolloentmedia.com/brickmanwonders)|Science Centre Singapore|$23|\\n|Till 10 Jul|Exhibition|[Radical Curiosity: In the Orbit of Buckminster Fuller](https://www.marinabaysands.com/museum/exhibitions/radical-curiosity.html?gclsrc=aw.ds&gclid=EAIaIQobChMI-Kft1_OU9gIVXZpmAh28eQR4EAAYASAAEgIiEfD_BwE)|ArtScience Museum|$16|\\n|Till 1 Jul|Nature|[Orchids of Costa Rica](https://www.gardensbythebay.com.sg/en/things-to-do/calendar-of-events/orchids-of-costarica-resilient-beauty.html)|Cloud Forest, Gardens By the Bay|$12|\\n|Till 31 Jul|Exhibition; Family|[Weird But True! Exhibition](https://www.gardensbythebay.com.sg/en/things-to-do/calendar-of-events/nat-geo-weird-but-true.html)|Cloud Forest, Gardens by the Bay|$12|\\n|Till 31 Jul|Exhibition|[MetaJam Asia 2022: Digital Art and Experiential Festival](https://feverup.com/m/113907?utm_source=landing&utm_medium=landing_candlelight_sin&utm_campaign=candlelight_sin&cp_landing=city_selector)|Annex Building|From $18|\\n|Till 28 Aug|Family; Nature; Food|[Rooftop Farm Experience at The Sundowner](https://feverup.com/m/100641?utm_source=landing&utm_medium=landing_candlelight_sin&utm_campaign=candlelight_sin&cp_landing=city_selector)|**The Sundowner Farm & Lounge** 705A East Coast Road|From $85|\\n\\n# Upcoming Events\\n\\n|Various Dates|Leisure|[GoFlyKite Flying Experience](https://www.eventbrite.sg/e/goflykite-flying-experience-2022-tickets-232568959017?aff=ebdssbdestsearch)|Fort Canning|$60|\\n|:-|:-|:-|:-|:-|\\n|Various Dates|Leisure|[Beginner Angler's Course](https://www.eventbrite.sg/e/beginner-anglers-course-tickets-114390446906?aff=ebdssbdestsearch)|Lazarus Island|$133|\\n|Every Wed|Dance; Workshop|[Dance Like A Bollywood Star](https://www.eventbrite.sg/e/dance-like-a-bollywood-star-tickets-259272780867?aff=ebdssbdestsearch&keep_tld=1)|Central|$31.57|\\n|1 Jul|Nature|[Night Walk at Pasir Ris Park](https://www.eventbrite.sg/e/mysterious-mangroves-night-walk-at-pasir-ris-park-tickets-370580976677?aff=ebdssbdestsearch)|Pasir Ris|From $25|\\n|1 Jul|Workshop|[Coffee Journey & Latte Art Workshop](https://www.eventbrite.sg/e/coffee-journey-latte-art-workshop-tickets-368828143907?aff=ebdssbdestsearch&keep_tld=1)|Pandan Loop|From $90.11|\\n|1 Jul|Comedy|[East Coast Comedy Standup Night](https://www.eventbrite.sg/e/east-coast-comedy-standup-night-tickets-328060045427?aff=ebdssbcitybrowse)|Joo Chiat|From $22|\\n|1 Jul|Sport|[Italian Association Cup](https://www.eventbrite.sg/e/italian-association-cup-tickets-335176681477?aff=ebdssbdestsearch)|Tampines|$37|\\n|1 - 2 Jul|Cooking; Workshop|[Mochi Snowskin Mooncake](https://www.eventbrite.sg/e/mochi-snowskin-mooncake-special-edition-tickets-351090449987?aff=ebdssbdestsearch)|Serangoon|$197.97|\\n|1 - 3 Jul|Comedy|[Hold On To Your Butts - A Jurassic Park Parody](https://holdon2urbutts.peatix.com/)|Aliwal Arts Centre|$29.50|\\n|1 & 15 Jul|Social|[Expat Welcome Party @ Figment Embassy House](https://www.eventbrite.sg/e/expat-welcome-party-figment-embassy-house-tickets-352392143387?aff=ebdssbdestsearch)|Sam Leong Road|Free|\\n|1 - 31 Jul|Concert; Music|[Jazz in July](https://www.esplanade.com/whats-on/festivals-and-series/festivals/2022/jazz-in-july/)|Esplanade|Free and paid|\\n|1 - 31 Jul|Adventure; Interactive|[Hidden Singapore Outdoor Immersive Game](https://www.hidden.sg/)|Holland Village|$12.90|\\n|2 Jul|Market|[Farmer's Market July](https://www.eventbrite.sg/e/farmers-market-july-tickets-371850564047?aff=ebdssbdestsearch&keep_tld=1)|City Sprouts|Free Entry|\\n|2 Jul|Culture; Tour|[Singapore's Little England Tour](https://www.eventbrite.sg/e/singapores-little-england-tour-tickets-333359446077?aff=ebdssbdestsearch)|Farrer Park|$40|\\n|2 Jul|Concert; Rock|[Rock Tonight!!](https://www.esplanade.com/whats-on/2022/rock-tonight)|Esplanade Recital Studio|$58|\\n|2 Jul|Theatre; Comedy|[Dr Jason Leong: Heaty](https://www.esplanade.com/whats-on/2022/dr-jason-leong-heaty)|Esplanade Theatre|From $45|\\n|2 - 3 Jul|Theatre|[Our Golden Years](https://www.eventbrite.sg/e/our-golden-years-tickets-347943908597?aff=ebdssbdestsearch&keep_tld=1)|Gateway Theatre|$37.74|\\n|2/3 & 9/10 Jul|Alcohol|[Aperol Spritz #JoinTheJoy Bar Crawl & Aperitivo Experience Singapore 2022](https://www.eventbrite.sg/e/aperol-spritz-jointhejoy-bar-crawl-aperitivo-experience-singapore-2022-tickets-322533986837?aff=ebdssbdestsearch)|Various|From $77|\\n|2 & 16 Jul|Health; Children|[Children's Meditation Class](https://www.eventbrite.sg/e/childrens-meditation-class-tickets-242642509277?aff=ebdssbdestsearch)|Keong Saik Road|$11.55|\\n|3 Jul|Nature|[Bukit Brown Walking Tour](https://www.eventbrite.sg/e/bukit-brown-walking-tour-tickets-364016702757?aff=ebdssbdestsearch)|Marymount|Free|\\n|3 Jul|Children; Music|[Holiday Drum Jam for Kids](https://www.eventbrite.sg/e/holiday-drum-jam-for-kids-tickets-340294819967?aff=ebdssbdestsearch)|Ritmo Studio|$15|\\n|3 Jul|Cooking; Workshop|[Sushi Agar Agar Making Workshop](https://www.eventbrite.sg/e/sushi-agar-agar-making-workshop-tickets-119980002417?aff=ebdssbdestsearch)|Serangoon|$156.08|\\n|3 Jul|Nature; Trail|[St John's Island Trail Guided Walk](https://www.eventbrite.sg/e/st-johns-island-trail-guided-walk-3-july-2022-tickets-337021689947?aff=ebdssbdestsearch)|St John's Island|Free|\\n|3 Jul|Dating|[Lunch Socials for 12 @ Broadway American Diner Age 40 to 50 Singles](https://www.eventbrite.sg/e/lunch-socials-for-12-broadway-american-diner-age-40-to-50-singles-tickets-341777915947?aff=ebdssbdestsearch&keep_tld=1)|Stamford Road|$11.45|\\n|6 Jul|Alcohol|[Mr World 2022 Cocktail Pairing Dinner](https://www.eventbrite.sg/e/mr-world-2022-cocktail-pairing-dinner-tickets-369911343787?aff=ebdssbdestsearch)|Maison Ikkoku|$121.88|\\n|8 Jul|Workshop; Art|[Decoupage Art Course by Pearl Tang](https://www.eventbrite.sg/e/decoupage-art-course-by-pearl-tang-nt20220708dac-tickets-329505398517?aff=ebdssbdestsearch)|Brahm Centre|From $56|\\n|9 Jul|Music; Art|[HAVEN: A Live Music & Visual Art Exhibition](https://www.eventbrite.sg/e/haven-a-live-music-visual-art-exhibition-tickets-338753339357?aff=ebdssbdestsearch)|Central|From $35|\\n|9 Jul|Nature; Workshop|[Minimalistic Succulent Garden Workshop](https://www.gardensbythebay.com.sg/en/things-to-do/calendar-of-events/minimalistic-succulent-garden.html)|Ficus Room, Active Garden|$65|\\n|9 Jul|Exhibition; Workshop|[Mental Health Themed Escape Room](https://tinyurl.com/tpcescape722)|Thrive Psychology Clinic, 101 Irrawaddy Road|$5|\\n|9 - 10 Jul|Family; Sports|[TriFactor Kids Run](https://www.klook.com/en-SG/activity/72325-trifactor-kids-run-presented-by-kiztopia/?spm=Event_Vertical.AllEvent_LIST&clickId=60061c32d6)|Bay East Bridge|$18|\\n|10 Jul|Sports|[D1 Racing Presents: Marina Barrage Grand Prix](https://feverup.com/m/114165?utm_source=landing&utm_medium=landing_candlelight_sin&utm_campaign=candlelight_sin&cp_landing=city_selector)|Marina Barrage|From $60|\\n|10 & 15 Jul|Cooking; Workshop|[3D Jelly Art Floral Cake with Natural Colours Workshop](https://www.eventbrite.sg/e/3d-jelly-art-floral-cake-with-natural-colours-workshop-basic-level-tickets-130373379287?aff=ebdssbdestsearch)|Serangoon|$210.54|\\n|11 Jul|Nature|[Scenic Singapore - The Southern Ridges](https://www.eventbrite.sg/e/scenic-singapore-the-southern-ridges-tickets-370297920047?aff=ebdssbdestsearch)|Hort Park|From $25|\\n|12 Jul|Nature|[Exploring Windsor Nature Park](https://www.eventbrite.sg/e/rubber-rambutan-exploring-windsor-nature-park-tickets-370925406877?aff=ebdssbdestsearch)|Windsor Nature Park|From $20|\\n|15 Jul|Concert|[CANDLELIGHT: A TRIBUTE TO FLEETWOOD MAC](https://www.vtvch.com/event-details/candlelight-a-tribute-to-fleetwood-mac)|Victoria Concert Hall|From $37|\\n|15 Jul|Tech; Conference|[XConf Singapore 2022](https://www.thoughtworks.com/en-sg/about-us/events/xconf)|National Library Building|$50|\\n|15 Jul|Tour|[Geylang Adventures 2022](https://www.eventbrite.sg/e/xconf-singapore-2022-tickets-327030586287?aff=ebdssbdestsearch)|Aljunied Mrt|$48.22|\\n|15 & 16 Jul|Concert|[JOHN WILLIAMS 90 CONCERT GALA](https://www.marinabaysands.com/entertainment/shows/john-williams-90-concert-gala.html)|Sands Theatre|From $85|\\n|16 Jul|Nature; Workshop|[The Secrets and Joys of Herbs](https://www.gardensbythebay.com.sg/en/things-to-do/calendar-of-events/secret-and-joys-of-herbs.html)|Ficus Room, Active Garden|$15|\\n|21 - 22 Jul|Concert|[YEOL EUM SON PLAYS MOZART](https://www.vtvch.com/event-details/yeol-eum-son-plays-mozart)|Victoria Concert Hall|From $15|\\n|22 Jul|Concert|[RHT RAJAN MENON FOUNDATION X GENTLE BONES CHARITY CONCERT](https://www.marinabaysands.com/entertainment/shows/gentle-bones-charity-concert.html)|Sands Theatre|From $88|\\n|23 Jul|Nature; Tour|[Sky Greens Urban Farming Tour](https://www.eventbrite.sg/e/sky-greens-urban-farming-tour-tickets-184598909307?aff=ebdssbdestsearch)|Lim Chu Kang|$53.45|\\n|23 Jul|Volunteer|[Nature Cleanup](https://www.eventbrite.sg/e/nature-cleanup-pulau-ubin-tickets-369849388477?aff=ebdssbdestsearch&keep_tld=1)|Pulau Ubin|Free|\\n|24 Jul|Social|[SINGLES BARBECUE PARTY](https://www.eventbrite.sg/e/singles-barbecue-party-tickets-366575074917?aff=ebdssbdestsearch)|East Coast Park|$93.24|\\n|28 Jul|Alcohol; Workshop|[Introduction To Burgundy Wines](https://www.eventbrite.sg/e/introduction-to-burgundy-wines-tickets-256008397007?aff=ebdssbdestsearch)|Lavender|$143.78|\\n|30 Jul|Cooking; Workshop|[Beginner Kombucha brewing workshop + Tasting session](https://www.eventbrite.sg/e/beginner-kombucha-brewing-workshop-tasting-session-tickets-116277640553?aff=ebdssbdestsearch)|Chin Bee Drive|$72.30|\\n\\n# AUG Highlights\\n\\n|5 - 6 Aug|Concert|[THE SIMON & GARFUNKEL STORY](https://www.marinabaysands.com/entertainment/shows/the-simon-and-garfunkel-story.html)|Sands Theatre|$65|\\n|:-|:-|:-|:-|:-|\",\n",
       "  'vhwbb6',\n",
       "  126,\n",
       "  0.97,\n",
       "  'News',\n",
       "  1655871620.0,\n",
       "  19,\n",
       "  Redditor(name='eilletane'),\n",
       "  2004,\n",
       "  'https://www.reddit.com/r/singapore/comments/vhwbb6/whats_happening_july_2022/'],\n",
       " [\"S'porean undergrad from top UK uni jailed 1 year, fined S$2,500 for secretly filming friends, taking upskirt photos\",\n",
       "  '',\n",
       "  'vhwkgi',\n",
       "  708,\n",
       "  0.97,\n",
       "  'News',\n",
       "  1655872494.0,\n",
       "  280,\n",
       "  Redditor(name='Jammy_buttons2'),\n",
       "  67721,\n",
       "  'https://www.todayonline.com/singapore/sporean-undergrad-top-uk-uni-jailed-1-year-fined-s2500-secretly-filming-friends-taking-upskirt-photos-1930386?fbclid=IwAR2_VD2lGd1NI4kmF4MezRG96mnfbprFEPEuOT5EFX93d26KaC7m4Yd1sU8&mibextid=vgW32m&fs=e&s=cl'],\n",
       " [\"Why it's okay to quit your job after a couple of months\",\n",
       "  '',\n",
       "  'vhw97e',\n",
       "  73,\n",
       "  0.91,\n",
       "  'Opinion / Fluff Post',\n",
       "  1655871423.0,\n",
       "  28,\n",
       "  Redditor(name='sriracha_cucaracha'),\n",
       "  1464,\n",
       "  'https://www-asiaone-com.cdn.ampproject.org/c/www.asiaone.com/lifestyle/why-its-okay-quit-your-job-after-couple-months?amp'],\n",
       " ['Singapore After the Lee Political Dynasty',\n",
       "  '',\n",
       "  'vht9ay',\n",
       "  58,\n",
       "  0.8,\n",
       "  'Politics',\n",
       "  1655861915.0,\n",
       "  72,\n",
       "  Redditor(name='thestudiomaster'),\n",
       "  9075,\n",
       "  'https://thediplomat.com/2022/06/singapore-after-the-lee-political-dynasty/'],\n",
       " [\"'Challenging but rewarding': Pain from multiple miscarriages never deterred father of 4 from having kids\",\n",
       "  '',\n",
       "  'vhsruu',\n",
       "  20,\n",
       "  0.59,\n",
       "  'Opinion / Fluff Post',\n",
       "  1655860359.0,\n",
       "  36,\n",
       "  Redditor(name='justmewayne'),\n",
       "  28473,\n",
       "  'https://www.asiaone.com/lifestyle/challenging-rewarding-pain-multiple-miscarriages-never-deterred-father-4-having-kids'],\n",
       " [\"S'pore workers worried 4-day week will mean longer hours for them: Survey\",\n",
       "  '',\n",
       "  'vhr3lr',\n",
       "  384,\n",
       "  0.91,\n",
       "  'News',\n",
       "  1655855347.0,\n",
       "  193,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/jobs/workers-worried-4-day-week-will-mean-longer-hours-for-them-survey'],\n",
       " ['/r/singapore random discussion and small questions thread for June 22, 2022',\n",
       "  'Talk about your day. Anything goes, but subreddit rules still apply. Please be polite to each other!',\n",
       "  'vhot1r',\n",
       "  0,\n",
       "  0.5,\n",
       "  None,\n",
       "  1655848810.0,\n",
       "  842,\n",
       "  Redditor(name='AutoModerator'),\n",
       "  1000,\n",
       "  'https://www.reddit.com/r/singapore/comments/vhot1r/rsingapore_random_discussion_and_small_questions/'],\n",
       " ['Pink Dot: Singapore’s largest LGBTQ+ event returns! | Pride Month 2022 | Coconuts TV',\n",
       "  '',\n",
       "  'vhj78w',\n",
       "  2,\n",
       "  0.51,\n",
       "  'Photos, Videos',\n",
       "  1655834025.0,\n",
       "  0,\n",
       "  Redditor(name='Bcpjw'),\n",
       "  142886,\n",
       "  'https://youtu.be/a6lLqgcAui4'],\n",
       " ['Girl, 11, the first child with rare eye tumour in Singapore to get invasive radiation therapy',\n",
       "  '',\n",
       "  'vhj5l3',\n",
       "  96,\n",
       "  0.92,\n",
       "  'News',\n",
       "  1655833902.0,\n",
       "  3,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.straitstimes.com/singapore/health/girl-11-with-rare-eye-cancer-first-in-singapore-to-get-invasive-radiation-therapy'],\n",
       " ['23% week-on-week increase in COVID-19 community cases, driven by rise in BA.4 and BA.5 subvariants: MOH',\n",
       "  '',\n",
       "  'vhfk0o',\n",
       "  29,\n",
       "  0.68,\n",
       "  'News',\n",
       "  1655824238.0,\n",
       "  14,\n",
       "  Redditor(name='PublicSummer0'),\n",
       "  5558,\n",
       "  'https://www.channelnewsasia.com/singapore/covid-19-omicron-subvariants-23-cent-increase-cases-moh-2760881'],\n",
       " ['Singapore confirms imported case of monkeypox after flight attendant develops fever and rashes',\n",
       "  '',\n",
       "  'vhf7x8',\n",
       "  172,\n",
       "  0.97,\n",
       "  'News',\n",
       "  1655823348.0,\n",
       "  38,\n",
       "  Redditor(name='Used-Establishment-9'),\n",
       "  564,\n",
       "  'https://www.channelnewsasia.com/singapore/monkeypox-singapore-imported-case-flight-attendant-fever-rashes-moh-2760996?cid=internal_sharetool_androidphone_21062022_cna'],\n",
       " ['Caught speeding at 154km/h in KPE tunnel with dad’s BMW, student gets jail, fine and driving ban',\n",
       "  '',\n",
       "  'vhd7jv',\n",
       "  284,\n",
       "  0.97,\n",
       "  'News',\n",
       "  1655817659.0,\n",
       "  119,\n",
       "  Redditor(name='Jammy_buttons2'),\n",
       "  67721,\n",
       "  'https://www.todayonline.com/singapore/speeding-154mkh-kpe-tunnel-dad-bmw-student-1929896?fbclid=IwAR2m3j8OaehGytaOOxv80CO--VKqScp-wXceFvKchcOfFsXVo5Rx4EQAE-s'],\n",
       " [\"Almost 9 in 10 S'pore undergrads cite work and study commitments as main source of stress: Survey\",\n",
       "  '',\n",
       "  'vhb9bu',\n",
       "  279,\n",
       "  0.95,\n",
       "  'News',\n",
       "  1655811391.0,\n",
       "  69,\n",
       "  Redditor(name='MicrotechAnalysis'),\n",
       "  126158,\n",
       "  'https://www.todayonline.com/singapore/almost-9-10-spore-undergrads-cite-work-and-study-commitments-main-source-stress-survey-1929776'],\n",
       " [\"Woman jailed for threatening to send lover's nude photo to his mum and girlfriend\",\n",
       "  '',\n",
       "  'vhaosf',\n",
       "  91,\n",
       "  0.95,\n",
       "  'News',\n",
       "  1655809262.0,\n",
       "  28,\n",
       "  Redditor(name='Thefunincaifun'),\n",
       "  22118,\n",
       "  'https://www.straitstimes.com/singapore/courts-crime/woman-jailed-for-threatening-to-send-lovers-nude-photo-to-his-mum-and-girlfriend'],\n",
       " [\"How did I not notice this. Its woodleigh station's turn to be wikipedia's featured article\",\n",
       "  '',\n",
       "  'vhabr7',\n",
       "  577,\n",
       "  0.96,\n",
       "  'Photos, Videos',\n",
       "  1655807884.0,\n",
       "  28,\n",
       "  Redditor(name='802938019'),\n",
       "  6676,\n",
       "  'https://i.redd.it/u7cs14xddy691.png'],\n",
       " ['Woman dies after being hit by cab in Ang Mo Kio, allegedly dragged for 20m',\n",
       "  '',\n",
       "  'vh9tz0',\n",
       "  174,\n",
       "  0.97,\n",
       "  'News',\n",
       "  1655805941.0,\n",
       "  47,\n",
       "  Redditor(name='pragmaticpapaya'),\n",
       "  2465,\n",
       "  'https://www.straitstimes.com/singapore/courts-crime/woman-dies-after-being-hit-by-cab-allegedly-dragged-for-20m?utm_campaign=stfb&utm_medium=social&utm_source=facebook'],\n",
       " ['From luxury bags to local buses: This bus interchange supervisor found her calling in public transportation',\n",
       "  '',\n",
       "  'vh9p8g',\n",
       "  68,\n",
       "  0.86,\n",
       "  'News',\n",
       "  1655805442.0,\n",
       "  1,\n",
       "  Redditor(name='SherbetLimau'),\n",
       "  1511,\n",
       "  'https://cnalifestyle.channelnewsasia.com/women/extreme-career-switch-tower-transit-singapore-bus-interchange-supervisor-norlin-abu-313076'],\n",
       " ['No draw on reserves needed to fund $1.5b support package, says Lawrence Wong',\n",
       "  '',\n",
       "  'vh93dy',\n",
       "  46,\n",
       "  0.84,\n",
       "  'News',\n",
       "  1655802905.0,\n",
       "  23,\n",
       "  Redditor(name='Hazelnut526'),\n",
       "  1665,\n",
       "  'https://www.straitstimes.com/singapore/no-draw-on-reserves-needed-to-fund-15b-support-package-says-lawrence-wong'],\n",
       " ['Parkroyal Collection Pickering hotel apologises after turning away same-sex couple trying to book wedding venue',\n",
       "  '',\n",
       "  'vh782v',\n",
       "  230,\n",
       "  0.87,\n",
       "  'News',\n",
       "  1655795025.0,\n",
       "  82,\n",
       "  Redditor(name='caramelslippin'),\n",
       "  182,\n",
       "  'https://www.asiaone.com/singapore/parkroyal-collection-pickering-hotel-apologises-after-turning-away-same-sex-couple-trying'],\n",
       " ['Indonesia looks to export chickens to shortage-hit Singapore',\n",
       "  '',\n",
       "  'vh6ujb',\n",
       "  53,\n",
       "  0.87,\n",
       "  'News',\n",
       "  1655793532.0,\n",
       "  7,\n",
       "  Redditor(name='hydrangeapurple'),\n",
       "  8721,\n",
       "  'https://www.channelnewsasia.com/asia/indonesia-looks-export-chickens-shortage-hit-singapore-2757961'],\n",
       " ['Singapore food inflation may double to 8.2% in second half of 2022: Nomura',\n",
       "  '',\n",
       "  'vh60s3',\n",
       "  126,\n",
       "  0.94,\n",
       "  'News',\n",
       "  1655790304.0,\n",
       "  63,\n",
       "  Redditor(name='ClassicToe'),\n",
       "  5043,\n",
       "  'https://www.straitstimes.com/business/economy/singapore-food-inflation-may-double-to-82-in-second-half-of-2022-nomura?utm_campaign=stfb&utm_medium=social&utm_source=facebook&fbclid=IwAR2ZN-CUF1RfXgN7ZU9k5G5aN4jxJg5l31PLvqFei6rg3bg70Jhq5bGjsmw'],\n",
       " [\"Does anyone else still think that Singapore has a litter problem? I looked out of my car window the other day and counted 20 pieces of rubbish on the side of the road. What's going on?\",\n",
       "  '',\n",
       "  'vh51rk',\n",
       "  588,\n",
       "  0.95,\n",
       "  'Discussion',\n",
       "  1655786865.0,\n",
       "  147,\n",
       "  Redditor(name='Milk_Savings'),\n",
       "  1348,\n",
       "  'https://i.redd.it/mtcb3yfxmw691.jpg'],\n",
       " ['GST increase to proceed as planned, no delay: Lawrence Wong',\n",
       "  '',\n",
       "  'vh4vvh',\n",
       "  225,\n",
       "  0.91,\n",
       "  'News',\n",
       "  1655786287.0,\n",
       "  185,\n",
       "  Redditor(name='ivan7296'),\n",
       "  2541,\n",
       "  'https://www.straitstimes.com/singapore/gst-increase-to-proceed-as-planned-no-delay-lawrence-wong'],\n",
       " ['1.5 million Singaporeans to get up to S$300 cash in special GST Voucher payment, all households to get S$100 utilities credit',\n",
       "  '',\n",
       "  'vh442v',\n",
       "  124,\n",
       "  0.91,\n",
       "  'News',\n",
       "  1655783680.0,\n",
       "  50,\n",
       "  Redditor(name='ILoveVitasoy'),\n",
       "  1070,\n",
       "  'https://www.channelnewsasia.com/singapore/gst-voucher-cash-special-payment-singaporeans-household-utilities-credit-2759761'],\n",
       " ['New S$1.5 billion package to help the vulnerable, businesses fight inflation: DPM Lawrence Wong',\n",
       "  '',\n",
       "  'vh43j6',\n",
       "  42,\n",
       "  0.76,\n",
       "  'News',\n",
       "  1655783627.0,\n",
       "  72,\n",
       "  Redditor(name='ILoveVitasoy'),\n",
       "  1070,\n",
       "  'https://cna.asia/3n1O55I'],\n",
       " ['More than 12m people have travelled between Malaysia and Singapore: Johor MB',\n",
       "  '',\n",
       "  'vh3wu4',\n",
       "  70,\n",
       "  0.93,\n",
       "  'News',\n",
       "  1655783022.0,\n",
       "  29,\n",
       "  Redditor(name='Twrd4321'),\n",
       "  71807,\n",
       "  'https://www.straitstimes.com/asia/se-asia/more-than-12m-people-have-travelled-between-malaysia-and-singapore-johor-mb'],\n",
       " ['From real to diecast 😉',\n",
       "  '',\n",
       "  'vh3l8n',\n",
       "  519,\n",
       "  0.96,\n",
       "  'Photos, Videos',\n",
       "  1655781968.0,\n",
       "  20,\n",
       "  Redditor(name='imranbecks'),\n",
       "  4315,\n",
       "  'https://v.redd.it/ee5w2k5d8w691']]"
      ]
     },
     "execution_count": 97,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "posts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'NoneType' object has no attribute 'link_karma'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[1;32mc:\\Users\\hares\\singaporesub\\reddittest.ipynb Cell 6'\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[1;34m()\u001b[0m\n\u001b[0;32m      <a href='vscode-notebook-cell:/c%3A/Users/hares/singaporesub/reddittest.ipynb#ch0000004?line=0'>1</a>\u001b[0m \u001b[39mfor\u001b[39;00m post \u001b[39min\u001b[39;00m singaporesub\u001b[39m.\u001b[39mnew(limit\u001b[39m=\u001b[39m\u001b[39mNone\u001b[39;00m):\n\u001b[1;32m----> <a href='vscode-notebook-cell:/c%3A/Users/hares/singaporesub/reddittest.ipynb#ch0000004?line=1'>2</a>\u001b[0m     posts\u001b[39m.\u001b[39mappend([post\u001b[39m.\u001b[39mtitle,post\u001b[39m.\u001b[39mselftext,post\u001b[39m.\u001b[39mid,post\u001b[39m.\u001b[39mscore,post\u001b[39m.\u001b[39mupvote_ratio,post\u001b[39m.\u001b[39mlink_flair_text,post\u001b[39m.\u001b[39mcreated_utc,post\u001b[39m.\u001b[39mnum_comments,post\u001b[39m.\u001b[39mauthor,post\u001b[39m.\u001b[39;49mauthor\u001b[39m.\u001b[39;49mlink_karma,post\u001b[39m.\u001b[39murl])\n\u001b[0;32m      <a href='vscode-notebook-cell:/c%3A/Users/hares/singaporesub/reddittest.ipynb#ch0000004?line=3'>4</a>\u001b[0m \u001b[39mprint\u001b[39m(\u001b[39mlen\u001b[39m(posts))\n\u001b[0;32m      <a href='vscode-notebook-cell:/c%3A/Users/hares/singaporesub/reddittest.ipynb#ch0000004?line=4'>5</a>\u001b[0m posts \u001b[39m=\u001b[39m pd\u001b[39m.\u001b[39mDataFrame(posts,columns\u001b[39m=\u001b[39m[\u001b[39m'\u001b[39m\u001b[39mtitle\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mbody\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mid\u001b[39m\u001b[39m'\u001b[39m ,\u001b[39m'\u001b[39m\u001b[39mscore\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mupvote_ratio\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mflair\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mcreated_time\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mnum_comments\u001b[39m\u001b[39m'\u001b[39m,\u001b[39m'\u001b[39m\u001b[39mauthor\u001b[39m\u001b[39m'\u001b[39m ,\u001b[39m'\u001b[39m\u001b[39mauthor_link_karma\u001b[39m\u001b[39m'\u001b[39m,\u001b[39m'\u001b[39m\u001b[39murl\u001b[39m\u001b[39m'\u001b[39m])\n",
      "\u001b[1;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'link_karma'"
     ]
    }
   ],
   "source": [
    "for post in sub.new(limit=None):\n",
    "    posts.append([post.title,post.selftext,post.id,post.score,post.upvote_ratio,post.link_flair_text,post.created_utc,post.num_comments,post.author,post.author.link_karma,post.url])\n",
    "\n",
    "posts = pd.DataFrame(posts,columns=['title', 'body', 'id' ,'score', 'upvote_ratio', 'flair', 'created_time', 'num_comments','author' ,'author_link_karma','url'])\n",
    "print(len(posts))\n",
    "\n",
    "    # print(submission.title)\n",
    "    # print(submission.selftext)\n",
    "    # # Output: the submission's title\n",
    "    # print(submission.score)\n",
    "    # print(submission.upvote_ratio)\n",
    "    # # Output: the submission's score\n",
    "    # print(submission.id)\n",
    "    # # Output: the submission's ID\n",
    "    # print(submission.url)\n",
    "    # print(submission.link_flair_text)\n",
    "    # print(submission.num_comments)\n",
    "    # print(submission.created_utc)\n",
    "\n",
    "    # print(submission.author)\n",
    "    # print(submission.author.link_karma)\n",
    "    # print(submission.author.is_gold)\n",
    "    # print(submission.author.is_mod)\n",
    "    # print(submission.author.is_employee)\n",
    "    # submission.comment_sort = \"confidence\"\n",
    "    # comments = submission.comments.list()\n",
    "    # for comm in comments:\n",
    "    #     if isinstance(comm, MoreComments):\n",
    "    #         continue\n",
    "    #     print(comm.body)\n",
    "    #     print(comm.score)\n",
    "    #     print(comm.link_id)\n",
    "    #     print(comm.id)\n",
    "       \n",
    "    \n",
    "  \n",
    "    \n",
    "    \n",
    "    #    TODO   FIGURE OUT COMMENT FOREST\n",
    "    # TODO comment sorting\n",
    "    # TODO does the script need argumen for date ?\n",
    "    # TODO  can anythin be done with the author \n",
    "\n",
    "    \n",
    "  \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'list' object has no attribute 'head'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[1;32mc:\\Users\\hares\\singaporesub\\reddittest.ipynb Cell 7'\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> <a href='vscode-notebook-cell:/c%3A/Users/hares/singaporesub/reddittest.ipynb#ch0000008?line=0'>1</a>\u001b[0m \u001b[39mprint\u001b[39m(posts\u001b[39m.\u001b[39;49mhead())\n",
      "\u001b[1;31mAttributeError\u001b[0m: 'list' object has no attribute 'head'"
     ]
    }
   ],
   "source": [
    "print(posts.head())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "posts['created_time']=(pd.to_datetime(posts['created_time'],unit='s'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "today = datetime.today()\n",
    "yesterday = today = timedelta(days=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "past_24_posts = posts.created_time > yesterday"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                                                 title  \\\n",
      "0    Good guy Serangoon hawker selling cai png from...   \n",
      "1                        Marrying Muslim spouse advice   \n",
      "2    Forum: More substantial support needed for the...   \n",
      "3    Tim Allen on Lightyear film: ‘There’s really n...   \n",
      "4    US linguists so tickled by Singapore's toilet ...   \n",
      "..                                                 ...   \n",
      "892  Bukit Batok bus collision: Former Tower Transi...   \n",
      "893  GPGT: Is Mothership prophetic? It could tell t...   \n",
      "894  Man jailed for misappropriating S$343,000 from...   \n",
      "895  Retail investors should steer clear of crypto ...   \n",
      "896  A S'porean's Instagram post ended up as eviden...   \n",
      "\n",
      "                                                  body      id  score  \\\n",
      "0                                                       vqapia      7   \n",
      "1    Hi all, \\n          I know this is a sensitive...  vqaph2      1   \n",
      "2                                                       vqapaj      3   \n",
      "3                                                       vqab95      0   \n",
      "4                                                       vqa9gd     13   \n",
      "..                                                 ...     ...    ...   \n",
      "892                                                     v1kba3     29   \n",
      "893                                                     v1jbbf    309   \n",
      "894                                                     v1jacs     73   \n",
      "895                                                     v1ib3t    131   \n",
      "896                                                     v1h1p7    204   \n",
      "\n",
      "     upvote_ratio                       flair        created_time  \\\n",
      "0            0.82  Tabloid/Low-quality source 2022-07-03 05:54:15   \n",
      "1            0.57                  Discussion 2022-07-03 05:54:11   \n",
      "2            1.00        Opinion / Fluff Post 2022-07-03 05:53:50   \n",
      "3            0.20        Opinion / Fluff Post 2022-07-03 05:28:32   \n",
      "4            0.88                        News 2022-07-03 05:25:19   \n",
      "..            ...                         ...                 ...   \n",
      "892          0.85                        News 2022-05-31 06:56:30   \n",
      "893          0.83                  Discussion 2022-05-31 05:47:31   \n",
      "894          0.94                        News 2022-05-31 05:45:41   \n",
      "895          0.92                        News 2022-05-31 04:42:26   \n",
      "896          0.88  Tabloid/Low-quality source 2022-05-31 03:26:43   \n",
      "\n",
      "     num_comments                                                url  \n",
      "0               3  https://mothership.sg/2022/07/economy-rice-cheap/  \n",
      "1               8  https://www.reddit.com/r/singapore/comments/vq...  \n",
      "2               2  https://www.straitstimes.com/opinion/forum/for...  \n",
      "3               2  https://cnalifestyle.channelnewsasia.com/enter...  \n",
      "4               3  https://www.straitstimes.com/life/us-linguists...  \n",
      "..            ...                                                ...  \n",
      "892             4  https://www.straitstimes.com/singapore/courts-...  \n",
      "893            78                https://i.redd.it/9rul9eig2r291.jpg  \n",
      "894            12  https://www.channelnewsasia.com/singapore/glen...  \n",
      "895           100  https://www.straitstimes.com/tech/tech-news/re...  \n",
      "896            14  https://mothership.sg/2022/05/raffles-hotel-ph...  \n",
      "\n",
      "[897 rows x 9 columns]\n"
     ]
    }
   ],
   "source": [
    "print(posts.head(1000))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "96"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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