1. Summary

This document summarizes historical hotspot data collected by MyRWA at storm water outfalls and other locations in Melrose, MA.

2. Assemble Data

First, load water quality data, narrow to municipality, and summarize bacteria results.

## Loading wq database: \\psf\Home\Dropbox\MysticDB\MysticDB_20150519.accdb
## Fetching tables...done
## Merging tables...done
## Excluding field blanks, duplicates...done
## Excluding flagged results...done
## Loading precip file: \\psf\Home\Dropbox\MysticDB\Processed\Precip\LoganPrecip.xlsx
## Computing antecedent precip...done
## Computing DateHour column in wq dataframe...done
## Merging wq and precip...done

3. Barplots

3. Boxplots

## Joining by: "CharacteristicID"
## Warning in left_join_impl(x, y, by$x, by$y): joining factors with different
## levels, coercing to character vector

5. Table

LocationID MedianECOLI n WaterBodyID
MACEND 9986 2 Malden Canal
MEL003 6910 11 Ell Pond
MELENDE 5362 2 Malden Canal
MEL002 3080 9 Ell Pond
MAC054 847 8 Malden Canal
MACENDC 821 2 Malden Canal
MELLEEDS 599 1 Ell Pond
MAC033 494 3 Malden Canal
MELRRE 316 1 Malden Canal
SPBRAVINE 230 1 Spot Pond Brook
MELx01S 208 1 Ell Pond
MELx06 202 1 Spot Pond Brook
MELX02W 166 1 Ell Pond
MELx02E 127 3 Ell Pond
MELx02 115 5 Ell Pond
MELX03 58.4 1 Ell Pond
MACENDW 58 2 Malden Canal
MELENDE3 48 1 Malden Canal
MELx04 39 1 Ell Pond
MACENDEP 10 1 NA
MELPERKINS 1 1 Ell Pond
MELSPIT3 1 1 Spot Pond Brook
MELSPTRIB 1 1 Spot Pond Brook
MELX01 1 1 Ell Pond

6. Map