{
  "id": 190886,
  "title": "Questions about competition setup, rules, submissions, etc",
  "url": "/competitions/cdp-unlocking-climate-solutions/discussion/190886",
  "author_name": "Paul Mooney",
  "post_date": "2020-10-13T18:21:20.627000",
  "votes": 4,
  "comment_count": 16,
  "views": 0,
  "content": "<p>This thread is a place to ask questions about competition setup, rules, and submissions.</p>\n<p>You can find information about the competition overview <a href=\"https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/description\" target=\"_blank\">here</a>.</p>\n<p><a href=\"https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/evaluation\" target=\"_blank\">How to participate</a></p>\n<p><a href=\"https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/timeline\" target=\"_blank\">Timeline</a></p>",
  "messages": [
    {
      "id": 1050234,
      "postDate": "2020-10-15T07:23:35.670Z",
      "content": "<p>Hi <a href=\"https://www.kaggle.com/amarnayak\" target=\"_blank\">@amarnayak</a> - you do not have to develop a KPI for <em>both</em> cities and corporations , you can just optimize KPIs for one of those entities.</p>\n<p>Developing a set of KPIs that captures the intersection between environmental risks and social equity, accounting for factors that impact <strong>both</strong> cities <strong>AND</strong> corporations would be very interesting though and is something that might make your solution more appealing for the judges 👍</p>\n<p>e.g. You could look at the impact of sustainable investments from corporations in a particular set of cities - check out this paper from Vörösmarty et al to see a potential analytical framework for this </p>\n<p><a href=\"http://zacharytessler.com/pdf/vorosmarty2018_science_polforum_investing.full.pdf\" target=\"_blank\">http://zacharytessler.com/pdf/vorosmarty2018_science_polforum_investing.full.pdf</a> </p>",
      "rawMarkdown": "Hi @amarnayak - you do not have to develop a KPI for *both* cities and corporations , you can just optimize KPIs for one of those entities.\n\nDeveloping a set of KPIs that captures the intersection between environmental risks and social equity, accounting for factors that impact **both** cities **AND** corporations would be very interesting though and is something that might make your solution more appealing for the judges 👍\n\ne.g. You could look at the impact of sustainable investments from corporations in a particular set of cities - check out this paper from Vörösmarty et al to see a potential analytical framework for this \n\nhttp://zacharytessler.com/pdf/vorosmarty2018_science_polforum_investing.full.pdf \n\n\n\n",
      "votes": 5
    },
    {
      "id": 1048711,
      "postDate": "2020-10-13T18:21:20.627Z",
      "content": "<p>This thread is a place to ask questions about competition setup, rules, and submissions.</p>\n<p>You can find information about the competition overview <a href=\"https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/description\" target=\"_blank\">here</a>.</p>\n<p><a href=\"https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/evaluation\" target=\"_blank\">How to participate</a></p>\n<p><a href=\"https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/timeline\" target=\"_blank\">Timeline</a></p>",
      "rawMarkdown": "This thread is a place to ask questions about competition setup, rules, and submissions.\n\nYou can find information about the competition overview [here](https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/description).\n\n[How to participate](https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/evaluation)\n\n[Timeline](https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/timeline)\n\n",
      "votes": 4
    },
    {
      "id": 1086526,
      "postDate": "2020-11-21T18:48:44.090Z",
      "content": "<p>Hi, </p>\n<p>In the evaluation section the following requirement is posed - <em>\"Was there discussion of automated insight generation, demonstrating whether city and corporate ambitions take these factors into account?\"</em></p>\n<p>With respect to this, could you provide a little more clarity on what exactly you mean by \"automated insight generation\"?</p>",
      "rawMarkdown": "Hi, \n\nIn the evaluation section the following requirement is posed - *\"Was there discussion of automated insight generation, demonstrating whether city and corporate ambitions take these factors into account?\"*\n\nWith respect to this, could you provide a little more clarity on what exactly you mean by \"automated insight generation\"?",
      "votes": 1,
      "replies": [
        {
          "id": 1088493,
          "postDate": "2020-11-23T16:49:50.157Z",
          "content": "<p>By \"automated insight generation\", we mean using programmatic methods to extract KPIs and insights relating to social issues, environmental issues, and, importantly, the overlap between social issues and environmental issues.</p>\n<p>For reference, this is referring to the evaluation rubric from <a href=\"https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/evaluation:\" target=\"_blank\">https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/evaluation:</a></p>\n<p><strong>Accuracy/Completeness</strong></p>\n<ul>\n<li>Did the author develop one or more key performance indicators (KPIs)?</li>\n<li>Did the author provide a way of assessing the performance and accuracy of their solution?</li>\n<li><strong>Are the KPIs useful for discussing relationships between social issues and environmental issues and demonstrating whether city and corporate ambitions take these factors into account?</strong></li>\n<li>Do the KPIs accurately reflect the underlying data?</li>\n</ul>\n<p><strong>Communication</strong></p>\n<ul>\n<li>Does the notebook have a compelling and coherent narrative? </li>\n<li>Does the notebook contain data visualizations that help to communicate the author’s main points?</li>\n<li><strong>Did the author include a thorough discussion on the intersection between environmental issues and social issues?</strong></li>\n<li><strong>Was there discussion of automated insight generation, demonstrating whether city and corporate ambitions take these factors into account?</strong></li>\n</ul>\n<p><strong>Documentation</strong></p>\n<ul>\n<li>Is the code documented in a way that makes it easy to understand and reproduce?</li>\n<li>Were all external sources of data made public and cited appropriately?</li>\n</ul>",
          "rawMarkdown": "By \"automated insight generation\", we mean using programmatic methods to extract KPIs and insights relating to social issues, environmental issues, and, importantly, the overlap between social issues and environmental issues.\n\n\nFor reference, this is referring to the evaluation rubric from https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/evaluation:\n\n**Accuracy/Completeness**\n - Did the author develop one or more key performance indicators (KPIs)?\n - Did the author provide a way of assessing the performance and accuracy of their solution?\n - **Are the KPIs useful for discussing relationships between social issues and environmental issues and demonstrating whether city and corporate ambitions take these factors into account?**\n - Do the KPIs accurately reflect the underlying data?\n\n**Communication**\n - Does the notebook have a compelling and coherent narrative? \n - Does the notebook contain data visualizations that help to communicate the author’s main points?\n - **Did the author include a thorough discussion on the intersection between environmental issues and social issues?**\n - **Was there discussion of automated insight generation, demonstrating whether city and corporate ambitions take these factors into account?**\n\n**Documentation**\n - Is the code documented in a way that makes it easy to understand and reproduce?\n - Were all external sources of data made public and cited appropriately?\n"
        },
        {
          "id": 1088976,
          "postDate": "2020-11-24T05:24:37.047Z",
          "content": "<p>Got it. Thanks Paul!</p>",
          "rawMarkdown": "Got it. Thanks Paul!",
          "votes": 1
        }
      ]
    },
    {
      "id": 1050132,
      "postDate": "2020-10-15T05:28:19.470Z",
      "content": "<p>I see two different types of dataset. One for cities and another for corporates. DO we have to develop KPI for both or any one of city or corporate is fine? </p>",
      "rawMarkdown": "I see two different types of dataset. One for cities and another for corporates. DO we have to develop KPI for both or any one of city or corporate is fine? ",
      "votes": 2,
      "replies": [
        {
          "id": 1053917,
          "postDate": "2020-10-19T13:39:54.623Z",
          "content": "<p>I'll repost Callum's <a href=\"https://www.kaggle.com/c/cdp-unlocking-climate-solutions/discussion/190886#1050234\" target=\"_blank\">response</a> to make sure that it does not get overlooked by other Kagglers after this thread increases in size:</p>\n<pre><code>...you do not have to develop a KPI for both cities and corporations , you can just optimize KPIs for one of those entities.\n\nDeveloping a set of KPIs that captures the intersection between environmental risks and social equity, accounting for factors that impact both cities AND corporations would be very interesting though and is something that might make your solution more appealing for the judges 👍\n\ne.g. You could look at the impact of sustainable investments from corporations in a particular set of cities - check out this paper from Vörösmarty et al to see a potential analytical framework for this\n\nhttp://zacharytessler.com/pdf/vorosmarty2018_science_polforum_investing.full.pdf\n</code></pre>",
          "rawMarkdown": "I'll repost Callum's [response](https://www.kaggle.com/c/cdp-unlocking-climate-solutions/discussion/190886#1050234) to make sure that it does not get overlooked by other Kagglers after this thread increases in size:\n\n```\n...you do not have to develop a KPI for both cities and corporations , you can just optimize KPIs for one of those entities.\n\nDeveloping a set of KPIs that captures the intersection between environmental risks and social equity, accounting for factors that impact both cities AND corporations would be very interesting though and is something that might make your solution more appealing for the judges 👍\n\ne.g. You could look at the impact of sustainable investments from corporations in a particular set of cities - check out this paper from Vörösmarty et al to see a potential analytical framework for this\n\nhttp://zacharytessler.com/pdf/vorosmarty2018_science_polforum_investing.full.pdf\n```"
        }
      ]
    },
    {
      "id": 1100036,
      "postDate": "2020-12-02T19:31:16.530Z",
      "content": "<p>We just need to use the cdp competition dataset for a valid submission right</p>",
      "rawMarkdown": "We just need to use the cdp competition dataset for a valid submission right",
      "replies": [
        {
          "id": 1100047,
          "postDate": "2020-12-02T19:38:56.930Z",
          "content": "<p>To make a submission, you must complete the <a href=\"https://www.kaggle.com/page/cdp-kpis-submission-form\" target=\"_blank\">submission form</a>.  You can find more information about the competition rules here: <a href=\"https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/evaluation\" target=\"_blank\">https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/evaluation</a>.  </p>\n<p><code>To be valid, a submission must be contained in one or more notebook, and made public on or before the submission deadline. Participants are free to use any datasets in addition to the official Kaggle dataset, but those datasets must be public and hosted on Kaggle for the submission to be valid.</code></p>",
          "rawMarkdown": "To make a submission, you must complete the [submission form](https://www.kaggle.com/page/cdp-kpis-submission-form).  You can find more information about the competition rules here: https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/evaluation.  \n\n`To be valid, a submission must be contained in one or more notebook, and made public on or before the submission deadline. Participants are free to use any datasets in addition to the official Kaggle dataset, but those datasets must be public and hosted on Kaggle for the submission to be valid.`\n\n",
          "votes": 1
        }
      ]
    },
    {
      "id": 1098587,
      "postDate": "2020-12-01T18:02:51.517Z",
      "content": "<p>Hi, I have a notebook that I wish to submit but it was one that didn't originate from clicking 'New Notebook' in this competition page. So it isn't listed in the notebooks section of this competition. However, I have made it public on Kaggle. Is this still fine?</p>",
      "rawMarkdown": "Hi, I have a notebook that I wish to submit but it was one that didn't originate from clicking 'New Notebook' in this competition page. So it isn't listed in the notebooks section of this competition. However, I have made it public on Kaggle. Is this still fine?",
      "replies": [
        {
          "id": 1098601,
          "postDate": "2020-12-01T18:13:37.783Z",
          "content": "<p>Your submission should use the CDP competition dataset -- you can add it to your notebook as follows: (1) click on the \"add data\" button in the notebook editor; (2) click on \"competition data\"; (3) select the CDP competition dataset; and then (4) save a new version of your notebook.</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F1314380%2F2c6ed57544d41249cc6983fd5ac3a641%2FScreen%20Shot%202020-12-01%20at%2011.11.45%20AM.png?generation=1606846352492526&amp;alt=media\" alt=\"\"></p>",
          "rawMarkdown": "Your submission should use the CDP competition dataset -- you can add it to your notebook as follows: (1) click on the \"add data\" button in the notebook editor; (2) click on \"competition data\"; (3) select the CDP competition dataset; and then (4) save a new version of your notebook.\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F1314380%2F2c6ed57544d41249cc6983fd5ac3a641%2FScreen%20Shot%202020-12-01%20at%2011.11.45%20AM.png?generation=1606846352492526&alt=media)"
        }
      ]
    },
    {
      "id": 1053695,
      "postDate": "2020-10-19T08:43:08.347Z",
      "content": "<p>Should we focus on developing our analysis for a specific country, or should we try to make it applicable to as many countries as possible?</p>",
      "rawMarkdown": "Should we focus on developing our analysis for a specific country, or should we try to make it applicable to as many countries as possible?",
      "replies": [
        {
          "id": 1053923,
          "postDate": "2020-10-19T13:50:19.907Z",
          "content": "<p>Either approach is acceptable.  A notebook that discusses one specific region in detail, but uses a method that can be easily modified to work with different regions, should be a promising approach to tackle this problem (and perhaps would allow for greater depth of discussion).</p>",
          "rawMarkdown": "Either approach is acceptable.  A notebook that discusses one specific region in detail, but uses a method that can be easily modified to work with different regions, should be a promising approach to tackle this problem (and perhaps would allow for greater depth of discussion)."
        }
      ]
    },
    {
      "id": 1053347,
      "postDate": "2020-10-18T21:42:09.877Z",
      "content": "<p>Can there be some sort of leaderboard after the competition ends?</p>\n<p>Because if someone's notebook came in 4th place or 100th place they wouldn't know and thus won't be able to have a sense of how good their final submission was. </p>",
      "rawMarkdown": "Can there be some sort of leaderboard after the competition ends?\n\nBecause if someone's notebook came in 4th place or 100th place they wouldn't know and thus won't be able to have a sense of how good their final submission was. ",
      "replies": [
        {
          "id": 1053921,
          "postDate": "2020-10-19T13:46:11.700Z",
          "content": "<p>Analytics Competitions do not have leaderboards.  Notebooks that win a prize will be listed in a \"winning submissions\" thread after the challenge has concluded.  To increase your chance of receiving additional helpful feedback (for example, from subject matter experts such as CDP) you should make your notebooks public during the early stages of the challenge.</p>\n<p>Here are some previous Analytics Competitions that you can explore to get a better understanding of the format of the challenge:</p>\n<ul>\n<li>DS4G: Kiva Crowdfunding </li>\n<li>DS4G: DonorsChoose.org</li>\n<li>DS4G: PASS NYC</li>\n<li>DS4G: Center for Policing Equity</li>\n<li>NFL Punt Analytics Competition</li>\n<li>2018 Kaggle ML &amp; DS Survey Challenge</li>\n<li>DS4G: CareerVillage.org</li>\n<li>DS4G: City of Los Angeles</li>\n<li>2019 Kaggle ML &amp; DS Survey Challenge</li>\n<li>NFL 1st and Future - Analytics</li>\n<li>DS4G: Environmental Insights Explorer</li>\n<li>Google Cloud &amp; NCAA® March Madness Analytics</li>\n<li>CDP: Unlocking Climate Solutions</li>\n<li>NFL: Big Data Bowl 2021</li>\n<li>2020 Kaggle ML &amp; DS Survey Challenge (upcoming)</li>\n</ul>",
          "rawMarkdown": "Analytics Competitions do not have leaderboards.  Notebooks that win a prize will be listed in a \"winning submissions\" thread after the challenge has concluded.  To increase your chance of receiving additional helpful feedback (for example, from subject matter experts such as CDP) you should make your notebooks public during the early stages of the challenge.\n\nHere are some previous Analytics Competitions that you can explore to get a better understanding of the format of the challenge:\n\n- DS4G: Kiva Crowdfunding \n- DS4G: DonorsChoose.org\n- DS4G: PASS NYC\n- DS4G: Center for Policing Equity\n- NFL Punt Analytics Competition\n- 2018 Kaggle ML & DS Survey Challenge\n- DS4G: CareerVillage.org\n- DS4G: City of Los Angeles\n- 2019 Kaggle ML & DS Survey Challenge\n- NFL 1st and Future - Analytics\n- DS4G: Environmental Insights Explorer\n- Google Cloud & NCAA® March Madness Analytics\n- CDP: Unlocking Climate Solutions\n- NFL: Big Data Bowl 2021\n- 2020 Kaggle ML & DS Survey Challenge (upcoming)",
          "votes": 2
        }
      ]
    },
    {
      "id": 1050301,
      "postDate": "2020-10-15T08:46:54.200Z",
      "rawMarkdown": "",
      "isDeleted": true,
      "replies": [
        {
          "id": 1050460,
          "postDate": "2020-10-15T12:41:15.767Z",
          "content": "<p>This is not a traditional supervised machine learning competition where there exists a known ground truth value and therefore there is no leaderboard.  The best way to get feedback on your work is to make your notebook public.</p>\n<p>For additional examples of similar Analytics Competitions on Kaggle, you can visit <a href=\"https://www.kaggle.com/c/ds4g-environmental-insights-explorer\" target=\"_blank\">https://www.kaggle.com/c/ds4g-environmental-insights-explorer</a>, <a href=\"https://www.kaggle.com/c/kaggle-survey-2019\" target=\"_blank\">https://www.kaggle.com/c/kaggle-survey-2019</a>, etc.</p>",
          "rawMarkdown": "This is not a traditional supervised machine learning competition where there exists a known ground truth value and therefore there is no leaderboard.  The best way to get feedback on your work is to make your notebook public.\n\nFor additional examples of similar Analytics Competitions on Kaggle, you can visit https://www.kaggle.com/c/ds4g-environmental-insights-explorer, https://www.kaggle.com/c/kaggle-survey-2019, etc."
        }
      ]
    }
  ],
  "comments": [
    {
      "id": 1050234,
      "author_name": "Callum Richards",
      "author_url": "",
      "post_date": "2020-10-15T07:23:35.670000",
      "content": "<p>Hi <a href=\"https://www.kaggle.com/amarnayak\" target=\"_blank\">@amarnayak</a> - you do not have to develop a KPI for <em>both</em> cities and corporations , you can just optimize KPIs for one of those entities.</p>\n<p>Developing a set of KPIs that captures the intersection between environmental risks and social equity, accounting for factors that impact <strong>both</strong> cities <strong>AND</strong> corporations would be very interesting though and is something that might make your solution more appealing for the judges 👍</p>\n<p>e.g. You could look at the impact of sustainable investments from corporations in a particular set of cities - check out this paper from Vörösmarty et al to see a potential analytical framework for this </p>\n<p><a href=\"http://zacharytessler.com/pdf/vorosmarty2018_science_polforum_investing.full.pdf\" target=\"_blank\">http://zacharytessler.com/pdf/vorosmarty2018_science_polforum_investing.full.pdf</a> </p>",
      "votes": 5,
      "replies": []
    },
    {
      "id": 1086526,
      "author_name": "Arman",
      "author_url": "",
      "post_date": "2020-11-21T18:48:44.090000",
      "content": "<p>Hi, </p>\n<p>In the evaluation section the following requirement is posed - <em>\"Was there discussion of automated insight generation, demonstrating whether city and corporate ambitions take these factors into account?\"</em></p>\n<p>With respect to this, could you provide a little more clarity on what exactly you mean by \"automated insight generation\"?</p>",
      "votes": 1,
      "replies": [
        {
          "id": 1088493,
          "author_name": "Paul Mooney",
          "author_url": "",
          "post_date": "2020-11-23T16:49:50.157000",
          "content": "<p>By \"automated insight generation\", we mean using programmatic methods to extract KPIs and insights relating to social issues, environmental issues, and, importantly, the overlap between social issues and environmental issues.</p>\n<p>For reference, this is referring to the evaluation rubric from <a href=\"https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/evaluation:\" target=\"_blank\">https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/evaluation:</a></p>\n<p><strong>Accuracy/Completeness</strong></p>\n<ul>\n<li>Did the author develop one or more key performance indicators (KPIs)?</li>\n<li>Did the author provide a way of assessing the performance and accuracy of their solution?</li>\n<li><strong>Are the KPIs useful for discussing relationships between social issues and environmental issues and demonstrating whether city and corporate ambitions take these factors into account?</strong></li>\n<li>Do the KPIs accurately reflect the underlying data?</li>\n</ul>\n<p><strong>Communication</strong></p>\n<ul>\n<li>Does the notebook have a compelling and coherent narrative? </li>\n<li>Does the notebook contain data visualizations that help to communicate the author’s main points?</li>\n<li><strong>Did the author include a thorough discussion on the intersection between environmental issues and social issues?</strong></li>\n<li><strong>Was there discussion of automated insight generation, demonstrating whether city and corporate ambitions take these factors into account?</strong></li>\n</ul>\n<p><strong>Documentation</strong></p>\n<ul>\n<li>Is the code documented in a way that makes it easy to understand and reproduce?</li>\n<li>Were all external sources of data made public and cited appropriately?</li>\n</ul>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 1088976,
          "author_name": "Arman",
          "author_url": "",
          "post_date": "2020-11-24T05:24:37.047000",
          "content": "<p>Got it. Thanks Paul!</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 1050132,
      "author_name": "Amar",
      "author_url": "",
      "post_date": "2020-10-15T05:28:19.470000",
      "content": "<p>I see two different types of dataset. One for cities and another for corporates. DO we have to develop KPI for both or any one of city or corporate is fine? </p>",
      "votes": 2,
      "replies": [
        {
          "id": 1053917,
          "author_name": "Paul Mooney",
          "author_url": "",
          "post_date": "2020-10-19T13:39:54.623000",
          "content": "<p>I'll repost Callum's <a href=\"https://www.kaggle.com/c/cdp-unlocking-climate-solutions/discussion/190886#1050234\" target=\"_blank\">response</a> to make sure that it does not get overlooked by other Kagglers after this thread increases in size:</p>\n<pre><code>...you do not have to develop a KPI for both cities and corporations , you can just optimize KPIs for one of those entities.\n\nDeveloping a set of KPIs that captures the intersection between environmental risks and social equity, accounting for factors that impact both cities AND corporations would be very interesting though and is something that might make your solution more appealing for the judges 👍\n\ne.g. You could look at the impact of sustainable investments from corporations in a particular set of cities - check out this paper from Vörösmarty et al to see a potential analytical framework for this\n\nhttp://zacharytessler.com/pdf/vorosmarty2018_science_polforum_investing.full.pdf\n</code></pre>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 1100036,
      "author_name": "AVN09",
      "author_url": "",
      "post_date": "2020-12-02T19:31:16.530000",
      "content": "<p>We just need to use the cdp competition dataset for a valid submission right</p>",
      "votes": 0,
      "replies": [
        {
          "id": 1100047,
          "author_name": "Paul Mooney",
          "author_url": "",
          "post_date": "2020-12-02T19:38:56.930000",
          "content": "<p>To make a submission, you must complete the <a href=\"https://www.kaggle.com/page/cdp-kpis-submission-form\" target=\"_blank\">submission form</a>.  You can find more information about the competition rules here: <a href=\"https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/evaluation\" target=\"_blank\">https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/evaluation</a>.  </p>\n<p><code>To be valid, a submission must be contained in one or more notebook, and made public on or before the submission deadline. Participants are free to use any datasets in addition to the official Kaggle dataset, but those datasets must be public and hosted on Kaggle for the submission to be valid.</code></p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 1098587,
      "author_name": "seraphimstreets",
      "author_url": "",
      "post_date": "2020-12-01T18:02:51.517000",
      "content": "<p>Hi, I have a notebook that I wish to submit but it was one that didn't originate from clicking 'New Notebook' in this competition page. So it isn't listed in the notebooks section of this competition. However, I have made it public on Kaggle. Is this still fine?</p>",
      "votes": 0,
      "replies": [
        {
          "id": 1098601,
          "author_name": "Paul Mooney",
          "author_url": "",
          "post_date": "2020-12-01T18:13:37.783000",
          "content": "<p>Your submission should use the CDP competition dataset -- you can add it to your notebook as follows: (1) click on the \"add data\" button in the notebook editor; (2) click on \"competition data\"; (3) select the CDP competition dataset; and then (4) save a new version of your notebook.</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F1314380%2F2c6ed57544d41249cc6983fd5ac3a641%2FScreen%20Shot%202020-12-01%20at%2011.11.45%20AM.png?generation=1606846352492526&amp;alt=media\" alt=\"\"></p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 1053695,
      "author_name": "Anthony Ivan",
      "author_url": "",
      "post_date": "2020-10-19T08:43:08.347000",
      "content": "<p>Should we focus on developing our analysis for a specific country, or should we try to make it applicable to as many countries as possible?</p>",
      "votes": 0,
      "replies": [
        {
          "id": 1053923,
          "author_name": "Paul Mooney",
          "author_url": "",
          "post_date": "2020-10-19T13:50:19.907000",
          "content": "<p>Either approach is acceptable.  A notebook that discusses one specific region in detail, but uses a method that can be easily modified to work with different regions, should be a promising approach to tackle this problem (and perhaps would allow for greater depth of discussion).</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 1053347,
      "author_name": "Mohamed Mohey",
      "author_url": "",
      "post_date": "2020-10-18T21:42:09.877000",
      "content": "<p>Can there be some sort of leaderboard after the competition ends?</p>\n<p>Because if someone's notebook came in 4th place or 100th place they wouldn't know and thus won't be able to have a sense of how good their final submission was. </p>",
      "votes": 0,
      "replies": [
        {
          "id": 1053921,
          "author_name": "Paul Mooney",
          "author_url": "",
          "post_date": "2020-10-19T13:46:11.700000",
          "content": "<p>Analytics Competitions do not have leaderboards.  Notebooks that win a prize will be listed in a \"winning submissions\" thread after the challenge has concluded.  To increase your chance of receiving additional helpful feedback (for example, from subject matter experts such as CDP) you should make your notebooks public during the early stages of the challenge.</p>\n<p>Here are some previous Analytics Competitions that you can explore to get a better understanding of the format of the challenge:</p>\n<ul>\n<li>DS4G: Kiva Crowdfunding </li>\n<li>DS4G: DonorsChoose.org</li>\n<li>DS4G: PASS NYC</li>\n<li>DS4G: Center for Policing Equity</li>\n<li>NFL Punt Analytics Competition</li>\n<li>2018 Kaggle ML &amp; DS Survey Challenge</li>\n<li>DS4G: CareerVillage.org</li>\n<li>DS4G: City of Los Angeles</li>\n<li>2019 Kaggle ML &amp; DS Survey Challenge</li>\n<li>NFL 1st and Future - Analytics</li>\n<li>DS4G: Environmental Insights Explorer</li>\n<li>Google Cloud &amp; NCAA® March Madness Analytics</li>\n<li>CDP: Unlocking Climate Solutions</li>\n<li>NFL: Big Data Bowl 2021</li>\n<li>2020 Kaggle ML &amp; DS Survey Challenge (upcoming)</li>\n</ul>",
          "votes": 2,
          "replies": []
        }
      ]
    },
    {
      "id": 1050301,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-10-15T08:46:54.200000",
      "content": "",
      "votes": 0,
      "replies": [
        {
          "id": 1050460,
          "author_name": "Paul Mooney",
          "author_url": "",
          "post_date": "2020-10-15T12:41:15.767000",
          "content": "<p>This is not a traditional supervised machine learning competition where there exists a known ground truth value and therefore there is no leaderboard.  The best way to get feedback on your work is to make your notebook public.</p>\n<p>For additional examples of similar Analytics Competitions on Kaggle, you can visit <a href=\"https://www.kaggle.com/c/ds4g-environmental-insights-explorer\" target=\"_blank\">https://www.kaggle.com/c/ds4g-environmental-insights-explorer</a>, <a href=\"https://www.kaggle.com/c/kaggle-survey-2019\" target=\"_blank\">https://www.kaggle.com/c/kaggle-survey-2019</a>, etc.</p>",
          "votes": 0,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "1050234": "Hi @amarnayak - you do not have to develop a KPI for *both* cities and corporations , you can just optimize KPIs for one of those entities.\n\nDeveloping a set of KPIs that captures the intersection between environmental risks and social equity, accounting for factors that impact **both** cities **AND** corporations would be very interesting though and is something that might make your solution more appealing for the judges 👍\n\ne.g. You could look at the impact of sustainable investments from corporations in a particular set of cities - check out this paper from Vörösmarty et al to see a potential analytical framework for this \n\nhttp://zacharytessler.com/pdf/vorosmarty2018_science_polforum_investing.full.pdf \n\n\n\n",
    "1048711": "This thread is a place to ask questions about competition setup, rules, and submissions.\n\nYou can find information about the competition overview [here](https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/description).\n\n[How to participate](https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/evaluation)\n\n[Timeline](https://www.kaggle.com/c/cdp-unlocking-climate-solutions/overview/timeline)\n\n",
    "1086526": "Hi, \n\nIn the evaluation section the following requirement is posed - *\"Was there discussion of automated insight generation, demonstrating whether city and corporate ambitions take these factors into account?\"*\n\nWith respect to this, could you provide a little more clarity on what exactly you mean by \"automated insight generation\"?",
    "1050132": "I see two different types of dataset. One for cities and another for corporates. DO we have to develop KPI for both or any one of city or corporate is fine? ",
    "1100036": "We just need to use the cdp competition dataset for a valid submission right",
    "1098587": "Hi, I have a notebook that I wish to submit but it was one that didn't originate from clicking 'New Notebook' in this competition page. So it isn't listed in the notebooks section of this competition. However, I have made it public on Kaggle. Is this still fine?",
    "1053695": "Should we focus on developing our analysis for a specific country, or should we try to make it applicable to as many countries as possible?",
    "1053347": "Can there be some sort of leaderboard after the competition ends?\n\nBecause if someone's notebook came in 4th place or 100th place they wouldn't know and thus won't be able to have a sense of how good their final submission was. ",
    "1050301": ""
  }
}