Comments (14)
Great! I will pull this into balefire.info for USA. The color shading was resolved as an FYI. I am using D3 and D3Plus for my visuals. The drawback is my visuals are USA obviously. I can look into the possibility of doing a global as it would involve mostly ignoring/reducing the data merges.
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I got the google data in the system. It is pretty interesting. I do need to sit down with it some time but there are some pretty telling Pearson coefficients correlating with it. I also see that confirmed cases per 10k is higher when mobility data is higher. What I really should do is assess the log of that two weeks after to see if there is a correlation there. The graphs suggest that is the case. I will put a screen shot below showing 4/11 and one plot of AK. As an FYI, the university is doing a short article on the tool next week so hope to get more info on our data out there.
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@ladew222 Cool! I hope that I compile a summary file from Google and Apple reports in the next 2-3 days.
from covid19_mobility.
Wow cool.
from covid19_mobility.
I've recently made a couple of updates, so I summarize what's been done here:
- Everything related to PDF parser now is in the directory "scraper v 1.0".
- Apple report is now automatically downloaded to the repository every day. But with Google data now a little problem: if the CSV download is okay, the ability to download the PDF is now disabled, because the structure of Google webpage has significantly changed. But I think that's not a critical problem.
- Also, now automatically generated summary reports from Google and Apple data, which I mentioned above. They are available here. But some points should be noted here:
- the matching of subregions from Google data with cities from Apple data needs to be further improved. Currently, they are matched as they are in the original data.
- with the U.S. data is a serious problem because they are quite heterogeneous. So far, the cities are in the "sub_region_1" column. I think it is probably even better to remove the detailed breakdown by counties for the US from the summary report.
- It is appropriate to adjust the baseline for Apple data for a longer period that intersects with the baseline Google period (e.g. January 13 to February 6). This is a rough approach, but I think it would be better than just taking the baseline for January 13th.
- Google Sheets are now updated automatically.
Also, it is necessary to think about the view of data visualization app, which would provide simple answers about the mobility situation in a particular region.
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Cool. Here is the choropleth of residential mobility as it is now if you havent seen it.
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Wow, looks nice! But I couldn't reproduce this picture in your dashboard( I got it like this:
Maybe, I didn't press some button or checkbox?
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My fault. It looks like Google does not have significant enough data for that metric. Retail and Recreation has the fuller map.
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Got it, thanks! I suggest adding the ability to make a breakdown by states, it will allow us to see the picture throughout the United States.
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from covid19_mobility.
Are you thinking about a map by states?
Yes
from covid19_mobility.
Last week's Update Digest:
- The problem with downloading Google PDF reports fixed (I fixed this problem a week ago, just didn't write here).
- Apple has added more regions/cities to their report. The main problem with it is that cities and subregions go without country names, but I have already fixed this issue (it was a challenging issue for me).
- With the addition of new data from Apple, there are now huge problems with the merging of reports, the scale of which I have not even assessed yet.
from covid19_mobility.
Latest updates:
-
Recently, Google Sheets with US detailed data crashed due to a large amount of data for one sheet. My apologies for everyone who used this spreadsheet as the source, currently you can use CSV version of this report. Maybe, I will reformat this Google Sheets (e.g. split the states by tabs), or, unfortunately, it will have to be abandoned forever.
-
Merging of Apple and Google reports significantly improved. I finally have made a matching table of subregions of Apple and Google. Also, I've split the summary report into several:
- Report by regions (without US counties)
- Report by countries (only totals)
- Report for the US only
If someone sees errors in the matching table, please create the issue immediately.
-
Also, I think it's a good idea to add a geo-type column to Google data (such as in Apple report).
from covid19_mobility.
I haven't written anything here in a while, but I should have. So, point by point:
- Until today, the parser has been working successfully for a long time automatically without my intervention. But strange things are happening on the Apple website today, so I predict the problems tonight.
- I haven't fixed the problem with Google Sheets for the US yet, but there's already some progress.
- Lately, I've been actively processing OpenSky COVID-19 Flight Dataset. I hope that within 2-3 days I will put my results in a separate repository. The main problem is that I do not understand the quality of data in this dataset and how to evaluate it. But it is what it is. If all goes well, I will also add these data to the merged reports.
from covid19_mobility.
Related Issues (20)
- Data with dates duplicated? HOT 5
- How correctly to cite your dataset for publication? HOT 5
- Add Uber Movement Data HOT 1
- Google: updates in some categories are temporarily suspended HOT 1
- Tomtom data HOT 2
- summary_report_countries updates HOT 3
- Excel and CSV data for TomTom only shows 2021 data while Google Sheets shows full historical data HOT 2
- missing March 12th HOT 2
- China TomTom data ends 20th April 2021 with no more new data HOT 2
- summary_report_US.csv exceeds GitHub's file size limit HOT 1
- summary report waze for europe HOT 2
- 100% failure rate HOT 2
- Waze Data Has Returned HOT 3
- Data in the repository cannot be updated due to the repository exceeding quota size HOT 3
- [IMPORTANT] Data migration and optimization HOT 1
- TomTom scraper is failing HOT 2
- Waze data is not up to date HOT 25
- As of April 14, 2022, Apple is no longer providing COVID-19 mobility trends reports. HOT 1
- TomTom scraper is failing HOT 3
- WAZE Mobility DATA not updated HOT 11
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