![\"\"](\"https://i.postimg.cc/yd6khcSn/sii-sleepdis.png\")
Scatter plot above shows that the Sleep disturbance scale of different people with SII 0, 1 and 2 is almost in similar range except a few outliers. While for SII 3 we have already seen above that we have very less entries so, this can explain why we have less mark/dots for it on the scatter plot. Even if we have less marks/dots for SII 3 they are still inside the same range in which we have the sleep diturbance values for SII 0, 1 and 2. Although the range of SII 3 is smaller as compared to SII 0, 1 and 2 but still I used the words same range because they don't have a big number of spots outside the range of SII 0, 1 and 2. A surprising point here is this that in case of SII 3 we don't have very high and very low sleep disturbance values. Ideally we would expect that SII 3 should have higher values for sleep disturbance but it is not the case here.
", "messages": [ { "id": "3045703", "postDate": "11/14/2024 17:51:16", "content": "
Scatter plot above shows that the Sleep disturbance scale of different people with SII 0, 1 and 2 is almost in similar range except a few outliers. While for SII 3 we have already seen above that we have very less entries so, this can explain why we have less mark/dots for it on the scatter plot. Even if we have less marks/dots for SII 3 they are still inside the same range in which we have the sleep diturbance values for SII 0, 1 and 2. Although the range of SII 3 is smaller as compared to SII 0, 1 and 2 but still I used the words same range because they don't have a big number of spots outside the range of SII 0, 1 and 2. A surprising point here is this that in case of SII 3 we don't have very high and very low sleep disturbance values. Ideally we would expect that SII 3 should have higher values for sleep disturbance but it is not the case here.
", "rawMarkdown": "\n\nScatter plot above shows that the Sleep disturbance scale of different people with SII 0, 1 and 2 is almost in similar range except a few outliers. While for SII 3 we have already seen above that we have very less entries so, this can explain why we have less mark/dots for it on the scatter plot. Even if we have less marks/dots for SII 3 they are still inside the same range in which we have the sleep diturbance values for SII 0, 1 and 2. Although the range of SII 3 is smaller as compared to SII 0, 1 and 2 but still I used the words same range because they don't have a big number of spots outside the range of SII 0, 1 and 2. A surprising point here is this that in case of SII 3 we don't have very high and very low sleep disturbance values. **Ideally we would expect that SII 3 should have higher values for sleep disturbance but it is not the case here.**", "votes": null }, { "id": "3048707", "postDate": "11/18/2024 09:39:52", "content": "Thank you for sharing!
", "rawMarkdown": "Thank you for sharing!", "votes": null }, { "id": "3049035", "postDate": "11/18/2024 16:12:05", "content": "Welcome! If you like this then do have a look on the notebook for this plot, you will find more interesting things there. I do plan to add more in that also. Have a great day!
", "rawMarkdown": "Welcome! If you like this then do have a look on the notebook for this plot, you will find more interesting things there. I do plan to add more in that also. Have a great day!", "votes": null }, { "id": "3055479", "postDate": "11/25/2024 19:47:10", "content": "thanks for sharing. Could you change this to a box or violin plot? There could be a relationship present between SII and sleep disturbance but the scatter plot can hide it
", "rawMarkdown": "thanks for sharing. Could you change this to a box or violin plot? There could be a relationship present between SII and sleep disturbance but the scatter plot can hide it", "votes": null }, { "id": "3056218", "postDate": "11/26/2024 17:21:11", "content": "Welcome!
\nI made violin plot and it seems violin plot also doesn't shows much details. You can view violin plot in my notebook here 💻 SparcePCA Yeo-Jhonson 📊 EDA | CMI PIU
thanks for sharing. But i think calculating the correlation coefficient like Spearmann or Kendall between the Sleep Disturbance scale and SII might be helpful for analyzing their relation
", "rawMarkdown": "thanks for sharing. But i think calculating the correlation coefficient like Spearmann or Kendall between the Sleep Disturbance scale and SII might be helpful for analyzing their relation", "votes": null }, { "id": "3058657", "postDate": "11/29/2024 18:53:00", "content": "Thank you for sharing! you have done a great job!
", "rawMarkdown": "Thank you for sharing! you have done a great job!", "votes": null } ], "comments": [ { "id": 3048707, "author_name": "shanyun", "author_url": "", "post_date": "11/18/2024 09:39:52", "content": "Thank you for sharing!
", "votes": null, "replies": [ { "id": 3049035, "author_name": "taimour", "author_url": "", "post_date": "11/18/2024 16:12:05", "content": "Welcome! If you like this then do have a look on the notebook for this plot, you will find more interesting things there. I do plan to add more in that also. Have a great day!
", "votes": null, "replies": [] } ] }, { "id": 3055479, "author_name": "josephmarturano", "author_url": "", "post_date": "11/25/2024 19:47:10", "content": "thanks for sharing. Could you change this to a box or violin plot? There could be a relationship present between SII and sleep disturbance but the scatter plot can hide it
", "votes": null, "replies": [ { "id": 3056218, "author_name": "taimour", "author_url": "", "post_date": "11/26/2024 17:21:11", "content": "Welcome!
\nI made violin plot and it seems violin plot also doesn't shows much details. You can view violin plot in my notebook here 💻 SparcePCA Yeo-Jhonson 📊 EDA | CMI PIU
thanks for sharing. But i think calculating the correlation coefficient like Spearmann or Kendall between the Sleep Disturbance scale and SII might be helpful for analyzing their relation
", "votes": null, "replies": [] }, { "id": 3058657, "author_name": "hassansaif", "author_url": "", "post_date": "11/29/2024 18:53:00", "content": "Thank you for sharing! you have done a great job!
", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "3045703": "\n\nScatter plot above shows that the Sleep disturbance scale of different people with SII 0, 1 and 2 is almost in similar range except a few outliers. While for SII 3 we have already seen above that we have very less entries so, this can explain why we have less mark/dots for it on the scatter plot. Even if we have less marks/dots for SII 3 they are still inside the same range in which we have the sleep diturbance values for SII 0, 1 and 2. Although the range of SII 3 is smaller as compared to SII 0, 1 and 2 but still I used the words same range because they don't have a big number of spots outside the range of SII 0, 1 and 2. A surprising point here is this that in case of SII 3 we don't have very high and very low sleep disturbance values. **Ideally we would expect that SII 3 should have higher values for sleep disturbance but it is not the case here.**", "3048707": "Thank you for sharing!", "3049035": "Welcome! If you like this then do have a look on the notebook for this plot, you will find more interesting things there. I do plan to add more in that also. Have a great day!", "3055479": "thanks for sharing. Could you change this to a box or violin plot? There could be a relationship present between SII and sleep disturbance but the scatter plot can hide it", "3056218": "Welcome!\nI made violin plot and it seems violin plot also doesn't shows much details. You can view violin plot in my notebook here [💻 SparcePCA Yeo-Jhonson 📊 EDA | CMI PIU](https://www.kaggle.com/code/taimour/sparcepca-yeo-jhonson-eda-cmi-piu)", "3058491": "thanks for sharing. But i think calculating the correlation coefficient like Spearmann or Kendall between the Sleep Disturbance scale and SII might be helpful for analyzing their relation", "3058657": "Thank you for sharing! you have done a great job!" }, "source": "meta" }