projects:wifi:scan_3
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projects:wifi:scan_3 [2020/04/01 04:57] neil |
projects:wifi:scan_3 [2020/04/16 00:09] (current) neil |
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| - | ====== Project Wifi Scanner: Data Scan 3 ====== | + | ====== Project Wifi Scanner: Data Scan 3a ====== |
| - | Full scan of March 2020 - are people self isolating for COVID-19? | + | Full scan of Feb 1st to April 10th 2020 - are people self isolating for COVID-19? Seems so. |
| + | |||
| + | {{:projects:wifi:feb-apr.png?600|}} | ||
| + | |||
| + | I loaded data in as below. Then exported the basics to a CSV in MySQL: | ||
| + | <code sql> | ||
| + | SELECT DATE(seen_time),COUNT(DISTINCT mac) FROM simple_data WHERE DATE(seen_time) BETWEEN '2020-02-01' AND '2020-04-31' GROUP BY DATE(seen_time) INTO OUTFILE '/tmp/feb-apr-plot.csv' | ||
| + | </code> | ||
| + | |||
| + | Then use [[gnuplot]] to generate a table of this data: | ||
| + | <code> | ||
| + | set xdata time | ||
| + | set key off | ||
| + | set timefmt "%Y-%m-%d" | ||
| + | set boxwidth 0.9 relative | ||
| + | set format x "%Y-%m-%d" | ||
| + | set title "Distinct MACs seen" | ||
| + | set style fill solid 1 | ||
| + | set label "Pubs are closed" at "2020-03-20", 10000 rotate by 90 | ||
| + | plot "/tmp/feb-apr-plot.csv" using 1:2 with boxes lt rgb 'orange' | ||
| + | </code> | ||
| + | |||
| + | I had to manually colour the weekends (until I can figure out how to get gnuplot to do that for me. | ||
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| + | |||
| + | |||
| + | |||
| + | ==== Original Version (Scan 3) ==== | ||
| + | |||
| + | {{:projects:wifi:covid-19-wifi-weekend.png?600|}} | ||
| Extract just March's data, then import it to the database: | Extract just March's data, then import it to the database: | ||
| Line 12: | Line 41: | ||
| Then import to the mySQL database: | Then import to the mySQL database: | ||
| <code sql> | <code sql> | ||
| - | LOAD DATA INFILE 'march-trimmed.csv' INTO TABLE wifi_data; | + | LOAD DATA INFILE 'march-trimmed.csv' INTO TABLE simple_data; |
| </code> | </code> | ||
| Line 51: | Line 80: | ||
| |2020-03-30|116348| | |2020-03-30|116348| | ||
| |2020-03-31|119926| | |2020-03-31|119926| | ||
| + | |||
| + | <code sql> | ||
| + | SELECT DATE(seen_time),COUNT(DISTINCT mac) FROM simple_data WHERE DATE(seen_time) BETWEEN '2020-03-01' AND '2020-03-31' GROUP BY DATE(seen_time) into outfile '/tmp/distinct-march.csv'; | ||
| + | </code> | ||
| + | |Date|Unique MACs| | ||
| + | |2020-03-01|9372| | ||
| + | |2020-03-02|12085| | ||
| + | |2020-03-03|14876| | ||
| + | |2020-03-04|17284| | ||
| + | |2020-03-05|19644| | ||
| + | |2020-03-06|21099| | ||
| + | |2020-03-07|15523| | ||
| + | |2020-03-08|12208| | ||
| + | |2020-03-09|15426| | ||
| + | |2020-03-10|13678| | ||
| + | |2020-03-11|13240| | ||
| + | |2020-03-12|13734| | ||
| + | |2020-03-13|13742| | ||
| + | |2020-03-14|8752| | ||
| + | |2020-03-15|7683| | ||
| + | |2020-03-16|9916| | ||
| + | |2020-03-17|8676| | ||
| + | |2020-03-18|7949| | ||
| + | |2020-03-19|8166| | ||
| + | |2020-03-20|8624| | ||
| + | |2020-03-21|5615| | ||
| + | |2020-03-22|4818| | ||
| + | |2020-03-23|7242| | ||
| + | |2020-03-24|4621| | ||
| + | |2020-03-25|4568| | ||
| + | |2020-03-26|4451| | ||
| + | |2020-03-27|4819| | ||
| + | |2020-03-28|3527| | ||
| + | |2020-03-29|3645| | ||
| + | |2020-03-30|4900| | ||
| + | |2020-03-31|4283| | ||
| + | |||
projects/wifi/scan_3.1585713435.txt.gz · Last modified: 2020/04/01 04:57 by neil
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