ELEPHANT OPIOID SHIPMENTS

INTRO

Looking at “Elephant Shipments,” defined has high-Z score shipments between reporter and buyer pairs, we can identify irregular shipment patterns. Among these “Elephant Shipments” are shipments of 10 kilograms to greater than 20 kilograms (approximately 2 million doses) occured prevalently to specific geographies and among select Reporters and Buyers.

BACKGROUND

The Washington Post Released a set of the ARCOS data for 2006 to 2012. This is part of an ongoing analysis of that data focusing on macroscopic trends.

PROCESS DATA

REQUIRED PACKAGES

library(tidyverse, warn.conflicts = FALSE)
library(lubridate)
library(gridExtra)
library(gganimate)
library(kableExtra)
library(ggthemes)
library(wesanderson)
library(devtools)
#install_github("ww44ss/yo")
library(yo)
#yo <- function(x){x}

FUNCTIONS

## function: sig_fig(x,n)
## computes a number in format of specific significant figures
  ## inputs:
  ##      x: the number
  ##      n: Number of significant figures
  ## output: 
  ##      sig_fig: x with n significant figures
  

sig_fig <- function(x,n) {
  
  a <- log10(x)
  figs <- floor(a) - n
  
  x_m <- (x * (10^(-figs)) )%>%
    round(0) %>%
    yo
  
  sig_fig <- x_m*10^figs
  
  return(sig_fig)

}

DATA CLEANING

Start by using the previously compliled monthly_data summaries of the raw data by:
- grouping REPORTER_NAME and BUYER_NAME pairs
- grouping by MONTH and YEAR and conslidating corporate entities by name.

This summarization reduces the data to about 8 million lines.

directory <- "*********************"  ## add your own pointer

t_start <- ymd_hms(Sys.time())

## check for file

if ("clean_monthly_summary.csv" %in% list.files(directory)) {
  summary_data <- read_csv(str_c(directory, "clean_monthly_summary.csv"), col_names=TRUE, col_types = "ccccccccdcc")
}else{
  cat("/n*/n*/n* ---- summary file not found. *PULEEZ* run monthly summary /n*/n*/n")
  stop
  
}

Let’s order by date. To do that we need to create a date field from the data usinglubridate.

summary_data <- summary_data %>%
  #sample_n(111) %>%
  mutate(MONTH = ifelse((MONTH %>% str_length())==2, MONTH, str_c("0", MONTH))) %>%
  mutate(text_date = str_c(YEAR,"-",MONTH,"-", "13") )%>%
  mutate(date = ymd(text_date)) %>%
  arrange(date) %>%
  yo

Here a look at the data:

summary_data %>%
  slice(1:789) %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = T, position = "center") %>%
  row_spec(0, angle = 0, align = 'c', bold = F, color = "white", background = "#17367E") %>%
  kable_styling(font_size = 8) %>%
  scroll_box(width = "700px", height = "200px") %>%
  yo

REPORTER_STATE	REPORTER_NAME	REPORTER_CITY	BUYER_STATE	BUYER_NAME	BUYER_CITY	MONTH	YEAR	TOTAL_WT_IN_GM	CONSOL_REPORTER_NAME	CONSOL_BUYER_NAME	text_date	date
CA	WALGREEN	WOODLAND	AZ	WALGREEN ARIZONA DRUG	TUCSON	01	2006	8446.9127	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	KAISER FOUNDATION HOSPITALS	OAKLAND	CA	KAISER FOUNDATION HOSP	LIVERMORE	01	2006	7339.4107	KAISER	KAISER	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	PMSI	TAMPA	01	2006	7016.5354	AMERISOURCEBERGEN	PMSI	2006-01-13	2006-01-13
FL	DIRECT DISPENSING	MIAMI	FL	ACCUMED RX	TAMPA	01	2006	6549.4896	DIRECT DISPENSING	ACCUMED RX	2006-01-13	2006-01-13
MO	MCKESSON CORPORATION	O’FALLON	KS	VA CONSOLIDATED MAIL OUTPATIENT PHARMACY	LEAVENWORTH	01	2006	5865.4784	MCKESSON CORPORATION	VA CONSOLIDATED MAIL OUTPATIENT PHARMACY	2006-01-13	2006-01-13
GA	MCKESSON CORPORATION	DULUTH	SC	VA CONSOLIDATED MAIL OUTPATIENT PHARMACY	NORTH CHARLESTON	01	2006	5515.4362	MCKESSON CORPORATION	VA CONSOLIDATED MAIL OUTPATIENT PHARMACY	2006-01-13	2006-01-13
CA	SOUTHWOOD PHARMACEUTICALS	LAKE FOREST	FL	MEDIPHARM-RX	TAMPA	01	2006	5380.1293	SOUTHWOOD PHARMACEUTICALS	MEDIPHARM-RX	2006-01-13	2006-01-13
CA	SOUTHWOOD PHARMACEUTICALS	LAKE FOREST	FL	AVEE PHARMACY	CLEARWATER	01	2006	5187.4304	SOUTHWOOD PHARMACEUTICALS	AVEE PHARMACY	2006-01-13	2006-01-13
FL	MCKESSON CORPORATION	LAKELAND	FL	J & H STORES	FT LAUDERDALE	01	2006	4997.2751	MCKESSON CORPORATION	J & H STORES	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	SANTA FE SPRINGS	NV	NEVADA CVS PHARMACY	LAS VEGAS	01	2006	4946.2569	MCKESSON CORPORATION	CVS	2006-01-13	2006-01-13
CA	WALGREEN	MORENO VALLEY	NV	WALGREEN	LAS VEGAS	01	2006	4839.8611	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	BENAK	TAMPA	01	2006	4693.6878	AMERISOURCEBERGEN	BENAK	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	AZ	WALGREEN ARIZONA DRUG	PHOENIX	01	2006	4659.1105	WALGREEN	WALGREEN	2006-01-13	2006-01-13
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	HOUSTON	01	2006	4596.8914	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	NV	WALGREEN	LAS VEGAS	01	2006	4576.5428	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CA	WALGREEN	SAN FRANCISCO	01	2006	4081.6208	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AL	AMERISOURCEBERGEN DRUG CORP	PELHAM	TN	FOOD CITY PHARMACY #674	KNOXVILLE	01	2006	3940.5813	AMERISOURCEBERGEN	FOOD CITY PHARMACY #674	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	WEAVER PHARMACY INC AHMAD ALHADDAD	NORTH FORT MYERS	01	2006	3831.7068	AMERISOURCEBERGEN	WEAVER PHARMACY INC AHMAD ALHADDAD	2006-01-13	2006-01-13
MD	MCKESSON CORPORATION	LANDOVER	MD	NEWCARE HOME HEALTH SERVICES	BALTIMORE	01	2006	3735.2890	MCKESSON CORPORATION	NEWCARE HOME HEALTH SERVICES	2006-01-13	2006-01-13
FL	H D SMITH WHOLESALE DRUG	POMPANO BEACH	FL	GENERIC DEPOT #2	PEMBROKE PINES	01	2006	3592.4904	SMITH DRUG COMPANY	GENERIC DEPOT #2	2006-01-13	2006-01-13
CA	KAISER FOUNDATION HOSPITALS	DOWNEY	CA	KAISER FOUNDATION HLTH PLN	DOWNEY	01	2006	3564.1109	KAISER	KAISER	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	OH	WALGREEN	CINCINNATI	01	2006	3487.6091	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	AMERICAN DRUG STORES	LA HABRA	NV	NEVADA CVS PHARMACY	LAS VEGAS	01	2006	3481.8068	AMERICAN DRUG STORES	CVS	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	ORLANDO	01	2006	3221.4419	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	AZ	WALGREEN ARIZONA DRUG	MESA	01	2006	3190.4642	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	TAMPA	01	2006	3053.5516	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	J & H STORES	FT LAUDERDALE	01	2006	3047.8011	AMERISOURCEBERGEN	J & H STORES	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	WI	WALGREEN	MILWAUKEE	01	2006	2993.9066	WALGREEN	WALGREEN	2006-01-13	2006-01-13
IL	WALGREEN	MOUNT VERNON	KY	WALGREEN	LOUISVILLE	01	2006	2907.8839	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NJ	MCKESSON CORPORATION	DELRAN	PA	RITE AID OF PENNSYLVANIA	PHILADELPHIA	01	2006	2894.6031	MCKESSON CORPORATION	RITE_AID	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	SACRAMENTO	CA	KAISER FOUNDATION HOSP	LIVERMORE	01	2006	2775.6076	AMERISOURCEBERGEN	KAISER	2006-01-13	2006-01-13
FL	DIRECT DISPENSING	MIAMI	FL	AVEE PHARMACY	CLEARWATER	01	2006	2760.0186	DIRECT DISPENSING	AVEE PHARMACY	2006-01-13	2006-01-13
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	SAN ANTONIO	01	2006	2705.2259	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CA	WALGREEN	MODESTO	01	2006	2629.6798	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OH	AMERISOURCEBERGEN DRUG CORP	LOCKBOURNE	OH	EAST MAIN STREET PHARMACY	COLUMBUS	01	2006	2552.0464	AMERISOURCEBERGEN	EAST MAIN STREET PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	SARASOTA	01	2006	2506.2510	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	ORLANDO	FL	WALGREEN	JACKSONVILLE	01	2006	2494.5447	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MA	MCKESSON CORPORATION	METHUEN	MA	INJURED WORKERS PHARMACY	ANDOVER	01	2006	2383.6404	MCKESSON CORPORATION	INJURED WORKERS PHARMACY	2006-01-13	2006-01-13
AL	D& K HEALTHCARE RESOURCES	MCCALLA	LA	QVL PHARMACY #222	BATON ROUGE	01	2006	2363.1136	D& K HEALTHCARE RESOURCES	QVL PHARMACY #222	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	CORONA	CA	KAISER FOUNDATION HLTH PLN	DOWNEY	01	2006	2343.9574	AMERISOURCEBERGEN	KAISER	2006-01-13	2006-01-13
FL	H D SMITH WHOLESALE DRUG	POMPANO BEACH	FL	PHARMCORE	HALLANDALE	01	2006	2289.9537	SMITH DRUG COMPANY	PHARMCORE	2006-01-13	2006-01-13
FL	ANDA	WESTON	TX	SOUTH WAYSIDE PHARMACY	HOUSTON	01	2006	2277.8175	ANDA	SOUTH WAYSIDE PHARMACY	2006-01-13	2006-01-13
WV	CARDINAL HEALTH	WHEELING	PA	FRANCK’S EPS	AVALON	01	2006	2224.5500	CARDINAL HEALTH	FRANCK’S EPS	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	JACKSONVILLE	01	2006	2219.5547	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AZ	WALGREEN ARIZONA DRUG	FLAGSTAFF	AZ	WALGREEN ARIZONA DRUG	TUCSON	01	2006	2158.5533	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	NEW PORT RICHEY	01	2006	2118.9082	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	DIRECT DISPENSING	MIAMI	FL	UNIVERSAL RX	TAMPA	01	2006	2117.6892	DIRECT DISPENSING	UNIVERSAL RX	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	OR	WALGREEN	PORTLAND	01	2006	2089.9250	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AZ	AMERISOURCEBERGEN DRUG CORP	PHOENIX	NV	LAM’S PHARMACY	LAS VEGAS	01	2006	2028.3045	AMERISOURCEBERGEN	LAM’S PHARMACY	2006-01-13	2006-01-13
FL	ANDA	WESTON	FL	PROSCRIPT PHARMACY SERVICES	DAVIE	01	2006	2006.2414	ANDA	PROSCRIPT PHARMACY SERVICES	2006-01-13	2006-01-13
NJ	AMERISOURCEBERGEN DRUG CORP	PINE BROOK	NY	DUANE READE	NEW YORK	01	2006	1993.8519	AMERISOURCEBERGEN	DUANE READE	2006-01-13	2006-01-13
NJ	AMERISOURCEBERGEN DRUG CORP	PINE BROOK	NJ	NICK’S DRUGS	NEWARK	01	2006	1975.9316	AMERISOURCEBERGEN	NICK’S DRUGS	2006-01-13	2006-01-13
FL	EXPERT-MED	ORMOND BEACH	FL	MEDIPHARM-RX	TAMPA	01	2006	1931.7221	EXPERT-MED	MEDIPHARM-RX	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	KY	WALGREEN	LOUISVILLE	01	2006	1916.4929	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NY	MCKESSON CORPORATION	WEST SENECA	NY	WEGMANS FOOD MARKETS	ROCHESTER	01	2006	1894.9770	MCKESSON CORPORATION	WEGMANS FOOD MARKETS	2006-01-13	2006-01-13
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	AUSTIN	01	2006	1886.7291	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	ST PETERSBURG	01	2006	1861.0695	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	SANTA FE SPRINGS	CA	RX SOLUTIONS	CARLSBAD	01	2006	1854.5467	MCKESSON CORPORATION	RX SOLUTIONS	2006-01-13	2006-01-13
CA	H D SMITH WHOLESALE DRUG	INGLEWOOD	NV	LAM’S PHARMACY	LAS VEGAS	01	2006	1841.7412	SMITH DRUG COMPANY	LAM’S PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	MORENO VALLEY	AZ	WALGREEN ARIZONA DRUG	PHOENIX	01	2006	1831.9388	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	OH	WALGREEN	COLUMBUS	01	2006	1829.8910	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AZ	MCKESSON CORPORATION	TOLLESON	AZ	ARIZONA CVS STORES	PHOENIX	01	2006	1810.9898	MCKESSON CORPORATION	CVS	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	AZ	WALGREEN ARIZONA DRUG	GLENDALE	01	2006	1804.9683	WALGREEN	WALGREEN	2006-01-13	2006-01-13
TX	AMERISOURCEBERGEN DRUG CORP	SUGAR LAND	TX	MASTERY PHARMACY SOUTH	HOUSTON	01	2006	1779.8760	AMERISOURCEBERGEN	MASTERY PHARMACY SOUTH	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	-BAL INC, DBA THE RX SHOP ""YOUR OWN PHARMACY""""	MADEIRA BEACH	01	2006	1775.5586	AMERISOURCEBERGEN	-BAL INC, DBA THE RX SHOP ""YOUR OWN PHARMACY""""	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	NAPLES	01	2006	1773.7459	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	H D SMITH WHOLESALE DRUG	POMPANO BEACH	FL	BEACH MED COMMUNITY PHARMACY	OAKLAND PARK	01	2006	1742.3580	SMITH DRUG COMPANY	BEACH MED COMMUNITY PHARMACY	2006-01-13	2006-01-13
AZ	MCKESSON CORPORATION	TOLLESON	AZ	ARIZONA CVS STORES	TUCSON	01	2006	1731.9198	MCKESSON CORPORATION	CVS	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	MO	WALGREEN	ST LOUIS	01	2006	1729.8864	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	SACRAMENTO	CA	SPECIALTY PHARMACIES INC DBA CASTRO STREET PHARMACY	SAN FRANCISCO	01	2006	1710.2955	AMERISOURCEBERGEN	SPECIALTY PHARMACIES INC DBA CASTRO STREET PHARMACY	2006-01-13	2006-01-13
FL	H D SMITH WHOLESALE DRUG	POMPANO BEACH	FL	DELRAY SHORES PHARMACY	DELRAY BEACH	01	2006	1692.7037	SMITH DRUG COMPANY	DELRAY SHORES PHARMACY	2006-01-13	2006-01-13
NY	ECKERD CORPORATION	LIVERPOOL	PA	THRIFT DRUG	PITTSBURGH	01	2006	1672.7024	ECKERD CORPORATION	THRIFT DRUG	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	TX	WALGREEN	HOUSTON	01	2006	1659.1077	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CA	WALGREEN	CHICO	01	2006	1646.9361	WALGREEN	WALGREEN	2006-01-13	2006-01-13
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	DALLAS	01	2006	1638.5744	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	LURD’S INCORPORATION	NEW PORT RICHEY	01	2006	1632.8115	AMERISOURCEBERGEN	LURD’S INCORPORATION	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	BRADENTON	01	2006	1601.3255	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	MIAMI	01	2006	1584.1213	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	NE	WALGREEN	OMAHA	01	2006	1571.7438	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	MA	WALGREEN EASTERN CO	NORWOOD	01	2006	1570.2197	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	CLEARWATER	01	2006	1544.3919	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OH	WALGREEN	PERRYSBURG	IN	WALGREEN	INDIANAPOLIS	01	2006	1528.4824	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	TN	WALGREEN	KNOXVILLE	01	2006	1525.7085	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	AZ	WALGREEN ARIZONA DRUG	SCOTTSDALE	01	2006	1521.3157	WALGREEN	WALGREEN	2006-01-13	2006-01-13
WV	CARDINAL HEALTH	WHEELING	OH	NEW CHOICE PHARMACY	CUYAHOGA FALLS	01	2006	1504.1687	CARDINAL HEALTH	NEW CHOICE PHARMACY	2006-01-13	2006-01-13
OH	CARDINAL HEALTH	FINDLAY	OH	OHIO CVS STORES	COLUMBUS	01	2006	1503.4519	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CA	WALGREEN	SACRAMENTO	01	2006	1460.5702	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	BOCA RATON	01	2006	1447.3128	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	WEST SACRAMENTO	CA	THRIFTY PAYLESS	SACRAMENTO	01	2006	1444.2568	MCKESSON CORPORATION	THRIFTY PAYLESS	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CO	WALGREEN	COLORADO SPRINGS	01	2006	1438.2550	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	IN	WALGREEN	INDIANAPOLIS	01	2006	1428.7521	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	NM	WALGREEN	ALBUQUERQUE	01	2006	1424.5385	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OH	WALGREEN	PERRYSBURG	TN	WALGREEN	KNOXVILLE	01	2006	1418.7537	WALGREEN	WALGREEN	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	LA	NORTHSHORE DISC PHARMACY	SLIDELL	01	2006	1406.6389	MORRIS & DICKSON	NORTHSHORE DISC PHARMACY	2006-01-13	2006-01-13
FL	ANDA	WESTON	TX	I 10 EAST PHARMACY	HOUSTON	01	2006	1405.1980	ANDA	I 10 EAST PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	WI	WALGREEN	MADISON	01	2006	1399.6606	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MI	THE HARVARD DRUG GROUP-MI	LIVONIA	FL	PHARMACY XPRESS OF FL	LAUDERHILL	01	2006	1393.1820	THE HARVARD DRUG GROUP-MI	PHARMACY XPRESS OF FL	2006-01-13	2006-01-13
TX	CVS PHARMACY	ENNIS	TX	CVS PHARMACY	DALLAS	01	2006	1391.6633	CVS	CVS	2006-01-13	2006-01-13
WI	WALGREEN	WINDSOR	IL	BOND DRUG COMPANY OF ILLINOIS	CHICAGO	01	2006	1387.3342	WALGREEN	BOND DRUG COMPANY OF ILLINOIS	2006-01-13	2006-01-13
CA	THRIFTY PAYLESS	WOODLAND	CA	THRIFTY PAYLESS	SACRAMENTO	01	2006	1367.9013	THRIFTY PAYLESS	THRIFTY PAYLESS	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	TX	WALGREEN	AUSTIN	01	2006	1365.6833	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	WA	WALGREEN	TACOMA	01	2006	1363.2180	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	CARDINAL HEALTH	VALENCIA	CA	MEDICAL CENTER PHARMACY	SAN DIEGO	01	2006	1355.4871	CARDINAL HEALTH	MEDICAL CENTER PHARMACY	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	LONG AARON E MD	BRADENTON	01	2006	1355.1631	AMERISOURCEBERGEN	LONG AARON E MD	2006-01-13	2006-01-13
OH	AMERISOURCEBERGEN DRUG CORP	LOCKBOURNE	OH	PEOPLES FAMILY PHARMACY	COLUMBUS	01	2006	1355.1144	AMERISOURCEBERGEN	PEOPLES FAMILY PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	OK	WALGREEN	TULSA	01	2006	1351.1152	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	JACKSONVILLE	01	2006	1350.5224	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	CT	CONNECTICUT CVS PHARMACY	MERIDEN	01	2006	1349.2952	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
IL	WALGREEN	MOUNT VERNON	KS	WALGREEN	WICHITA	01	2006	1346.8568	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	FT LAUDERDALE	01	2006	1344.5675	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OH	WALGREEN	PERRYSBURG	OH	WALGREEN	CINCINNATI	01	2006	1343.6849	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	ANDA	WESTON	PA	THE HOMETOWN PHARMACY	NEW CASTLE	01	2006	1343.0593	ANDA	THE HOMETOWN PHARMACY	2006-01-13	2006-01-13
LA	LOUISIANA WHOLESALE DRUG	SUNSET	LA	NORTHSIDE PHARMACY	LAFAYETTE	01	2006	1331.7335	LOUISIANA WHOLESALE DRUG	NORTHSIDE PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	MELBOURNE	01	2006	1330.9704	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	WA	WALGREEN	SPOKANE	01	2006	1316.8083	WALGREEN	WALGREEN	2006-01-13	2006-01-13
TX	WALGREEN	WAXAHACHIE	OK	WALGREEN	TULSA	01	2006	1314.7714	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	MD	WALGREEN	BALTIMORE	01	2006	1310.8175	WALGREEN	WALGREEN	2006-01-13	2006-01-13
TX	WALGREEN	WAXAHACHIE	OK	WALGREEN	OKLAHOMA CITY	01	2006	1304.2395	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NJ	AMERISOURCEBERGEN DRUG CORP	PINE BROOK	NJ	KEANSBURG DRUGS	KEANSBURG	01	2006	1292.4619	AMERISOURCEBERGEN	KEANSBURG DRUGS	2006-01-13	2006-01-13
NY	WATSON PHARMA	BREWSTER	PA	ENCLARA PHARMACIA	SHARON HILL	01	2006	1290.9600	WATSON PHARMA	ENCLARA PHARMACIA	2006-01-13	2006-01-13
IL	WALGREEN	MOUNT VERNON	TN	WALGREEN	NASHVILLE	01	2006	1278.7514	WALGREEN	WALGREEN	2006-01-13	2006-01-13
PA	MCKESSON CORPORATION	NEW CASTLE	PA	EXPRESS PHARMACY SERVICES OF PA	PITTSBURGH	01	2006	1261.2558	MCKESSON CORPORATION	EXPRESS PHARMACY SERVICES OF PA	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	TN	WALGREEN	MEMPHIS	01	2006	1256.1310	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AL	QUALITEST PHARMACEUTICALS	HUNTSVILLE	CA	RX SOLUTIONS	CARLSBAD	01	2006	1253.1780	QUALITEST PHARMACEUTICALS	RX SOLUTIONS	2006-01-13	2006-01-13
IL	WALGREEN	MOUNT VERNON	TN	WALGREEN	MEMPHIS	01	2006	1252.7168	WALGREEN	WALGREEN	2006-01-13	2006-01-13
KY	D & K HEALTHCARE RESOURCES	LEXINGTON	WV	STROSNIDER	KERMIT	01	2006	1239.7692	D & K HEALTHCARE RESOURCES	STROSNIDER	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SAINT PETERSBURG	01	2006	1235.9113	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
WV	CARDINAL HEALTH	WHEELING	OH	OVERHOLTS CHAMPION PHARM	WARREN	01	2006	1227.5121	CARDINAL HEALTH	OVERHOLTS CHAMPION PHARM	2006-01-13	2006-01-13
WA	CARDINAL HEALTH	AUBURN	AK	BERNIE’S PHARMACY	ANCHORAGE	01	2006	1221.9082	CARDINAL HEALTH	BERNIE’S PHARMACY	2006-01-13	2006-01-13
WI	WALGREEN	WINDSOR	WI	WALGREEN	MILWAUKEE	01	2006	1220.4864	WALGREEN	WALGREEN	2006-01-13	2006-01-13
TX	AMERISOURCEBERGEN DRUG CORP	SUGAR LAND	TX	I 10 EAST PHARMACY	HOUSTON	01	2006	1208.0015	AMERISOURCEBERGEN	I 10 EAST PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	WEST PALM BEACH	01	2006	1205.7190	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	BOYNTON BEACH	01	2006	1202.1137	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	SPRING HILL	01	2006	1199.2716	WALGREEN	WALGREEN	2006-01-13	2006-01-13
TX	MCKESSON CORPORATION	CONROE	TX	MASWOSWE’S ALTERNATIVE PHARMACY SERVICES	HOUSTON	01	2006	1197.1785	MCKESSON CORPORATION	MASWOSWE’S ALTERNATIVE PHARMACY SERVICES	2006-01-13	2006-01-13
NC	ECKERD CORPORATION #1999	CHARLOTTE	NC	ECKERD CORPORATION	CHARLOTTE	01	2006	1188.4049	ECKERD CORPORATION #1999	ECKERD CORPORATION	2006-01-13	2006-01-13
WI	WALGREEN	WINDSOR	IL	WALGREEN	CHICAGO	01	2006	1186.2813	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OH	ANDA PHARMACEUTICALS	GROVEPORT	FL	THE DRUG SHOPPE	TAMPA	01	2006	1186.0508	ANDA	THE DRUG SHOPPE	2006-01-13	2006-01-13
TX	MCKESSON CORPORATION	CONROE	LA	ASPEN PHARMACY	HARAHAN	01	2006	1179.2411	MCKESSON CORPORATION	ASPEN PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	WA	WALGREEN	VANCOUVER	01	2006	1179.1212	WALGREEN	WALGREEN	2006-01-13	2006-01-13
IL	WALGREEN	MOUNT VERNON	LA	WALGREEN LOUISIANA CO	BATON ROUGE	01	2006	1178.1379	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	KS	WALGREEN	WICHITA	01	2006	1173.2495	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	NV	WALGREEN	HENDERSON	01	2006	1172.8461	WALGREEN	WALGREEN	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	TX	A-AFFORDABLE PHARMACY	HOUSTON	01	2006	1172.2058	MORRIS & DICKSON	A-AFFORDABLE PHARMACY	2006-01-13	2006-01-13
OH	MASTERS PHARMACEUTICAL	CINCINNATI	LA	ELITE PHARMACY	RIVER RIDGE	01	2006	1166.1517	MASTERS PHARMACEUTICAL	ELITE PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	FT MYERS	01	2006	1164.3233	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MD	MCKESSON CORPORATION	LANDOVER	MD	RITE AID OF MARYLAND	BALTIMORE	01	2006	1156.4126	MCKESSON CORPORATION	RITE_AID	2006-01-13	2006-01-13
CA	SOUTHWOOD PHARMACEUTICALS	LAKE FOREST	FL	ACCUMED RX	TAMPA	01	2006	1153.7108	SOUTHWOOD PHARMACEUTICALS	ACCUMED RX	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	LA	KENNER DISCOUNT PHARMACY	KENNER	01	2006	1140.8205	MORRIS & DICKSON	KENNER DISCOUNT PHARMACY	2006-01-13	2006-01-13
OH	ANDA PHARMACEUTICALS	GROVEPORT	FL	BENAK	TAMPA	01	2006	1140.4443	ANDA	BENAK	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	PA	WALGREEN EASTERN CO	PHILADELPHIA	01	2006	1133.1312	WALGREEN	WALGREEN	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	LA	CASHWAY PHARMACY	SCOTT	01	2006	1132.2126	MORRIS & DICKSON	CASHWAY PHARMACY	2006-01-13	2006-01-13
PA	ECKERD CORPORATION #6302	LANGHORNE	PA	THRIFT DRUG	PHILADELPHIA	01	2006	1118.8374	ECKERD CORPORATION #6302	THRIFT DRUG	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	THE DRUG SHOPPE	TAMPA	01	2006	1117.5173	CARDINAL HEALTH	THE DRUG SHOPPE	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CA	WALGREEN	SAN JOSE	01	2006	1103.1690	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	PORT ST LUCIE	01	2006	1100.2116	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	TAMARAC	01	2006	1097.1400	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MA	MCKESSON CORPORATION	METHUEN	MA	STANDARD PHARMACY	FALL RIVER	01	2006	1093.2282	MCKESSON CORPORATION	ANDA	2006-01-13	2006-01-13
NY	KINRAY	WHITESTONE	NY	ARROW PHARMACY	NEW YORK	01	2006	1090.4730	KINRAY	ARROW PHARMACY	2006-01-13	2006-01-13
OH	MCKESSON CORPORATION	WASHINGTON CT HOUSE	OH	HOME CARE PHARMACY	CINCINNATI	01	2006	1087.5524	MCKESSON CORPORATION	HOME CARE PHARMACY	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	LA	DAVE’S PHARMACY	MARRERO	01	2006	1086.7026	MORRIS & DICKSON	DAVE’S PHARMACY	2006-01-13	2006-01-13
CA	KAISER FOUNDATION HOSPITALS	OAKLAND	CA	KAISER PERMANENTE UNION CITY	UNION CITY	01	2006	1083.9101	KAISER	KAISER	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	CAPE CORAL	01	2006	1076.8963	WALGREEN	WALGREEN	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	LA	PEPE’S DRUG STORE	BOGALUSA	01	2006	1073.7729	MORRIS & DICKSON	PEPE’S DRUG STORE	2006-01-13	2006-01-13
NY	BELLCO DRUG CORP	NORTH AMITYVILLE	FL	PHARMACY XPRESS OF FL	LAUDERHILL	01	2006	1070.7291	BELLCO DRUG CORP	PHARMACY XPRESS OF FL	2006-01-13	2006-01-13
AZ	WALGREEN ARIZONA DRUG	FLAGSTAFF	TX	WALGREEN	EL PASO	01	2006	1069.8916	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CT	P J C DISTRIBUTOR CO	DAYVILLE	MA	MAXI DRUG	FALL RIVER	01	2006	1063.4442	P J C DISTRIBUTOR CO	MAXI DRUG	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	MA	L & C PRESCRIPTIONS	SPRINGFIELD	01	2006	1062.8008	CARDINAL HEALTH	L & C PRESCRIPTIONS	2006-01-13	2006-01-13
CA	AMERICAN DRUG STORES	LA HABRA	CA	GARFIELD BEACH CVS	LOS ANGELES	01	2006	1046.8880	AMERICAN DRUG STORES	CVS	2006-01-13	2006-01-13
TN	CARDINAL HEALTH	KNOXVILLE	TN	TENNESSEE CVS PHARMACY	KNOXVILLE	01	2006	1043.9685	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	OK	WALGREEN	OKLAHOMA CITY	01	2006	1043.8846	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	NM	WALGREEN HASTINGS	ALBUQUERQUE	01	2006	1040.8365	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MI	THE HARVARD DRUG GROUP-MI	LIVONIA	KY	FOOD CITY PHARMACY #425	SOUTH WILLIAMSON	01	2006	1040.5312	THE HARVARD DRUG GROUP-MI	FOOD CITY PHARMACY #425	2006-01-13	2006-01-13
OH	CARDINAL HEALTH	FINDLAY	OH	HOOK-SUPERX	COLUMBUS	01	2006	1038.6640	CARDINAL HEALTH	HOOK-SUPERX	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	LARGO	01	2006	1030.6470	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NJ	AMERISOURCEBERGEN DRUG CORP	THOROFARE	PA	PMC PHARMACY	HORSHAM	01	2006	1028.6649	AMERISOURCEBERGEN	PMC PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	LAKELAND	01	2006	1025.6215	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	DIRECT DISPENSING	MIAMI	LA	ELITE PHARMACY	RIVER RIDGE	01	2006	1021.6125	DIRECT DISPENSING	ELITE PHARMACY	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	TX	SOUTHWEST PHARMACY	HOUSTON	01	2006	1020.8557	MORRIS & DICKSON	SOUTHWEST PHARMACY	2006-01-13	2006-01-13
OH	MCKESSON CORPORATION	WASHINGTON CT HOUSE	OH	STOLTZ LEADER DRUG	NELSONVILLE	01	2006	1019.8040	MCKESSON CORPORATION	STOLTZ LEADER DRUG	2006-01-13	2006-01-13
AZ	AMERISOURCEBERGEN DRUG CORP	PHOENIX	AZ	GENRICH PHARMACY	PHOENIX	01	2006	1016.1581	AMERISOURCEBERGEN	GENRICH PHARMACY	2006-01-13	2006-01-13
OH	HEARTLAND REPACK SERVICES	TOLEDO	TX	OMNICARE OF FORT WORTH	FORT WORTH	01	2006	1008.4451	HEARTLAND REPACK SERVICES	OMNICARE OF FORT WORTH	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	HEALTHWISE PHARMACY	TAMPA	01	2006	1006.7020	AMERISOURCEBERGEN	HEALTHWISE PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	HUDSON	01	2006	1004.7149	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	SACRAMENTO	CA	ESCALANTE SOLUTIONS LP #678	SACRAMENTO	01	2006	1003.6019	AMERISOURCEBERGEN	ESCALANTE SOLUTIONS LP #678	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	SANTA FE SPRINGS	NV	NEW ALBERTSON’S	LAS VEGAS	01	2006	993.6640	MCKESSON CORPORATION	ALBERTSON	2006-01-13	2006-01-13
CA	WALGREEN	MORENO VALLEY	NV	WALGREEN	HENDERSON	01	2006	989.0711	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MD	RITE AID MID-ATLANTIC	ABERDEEN	NY	RITE AID OF NEW YORK	BUFFALO	01	2006	985.1368	RITE_AID	RITE_AID	2006-01-13	2006-01-13
OR	MCKESSON CORPORATION	WILSONVILLE	OR	SAFEWAY	PORTLAND	01	2006	980.3830	MCKESSON CORPORATION	SAFEWAY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	LAKE WORTH	01	2006	979.7227	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	AMERICAN DRUG STORES	LA HABRA	NV	NEW ALBERTSON’S	LAS VEGAS	01	2006	970.6075	AMERICAN DRUG STORES	ALBERTSON	2006-01-13	2006-01-13
IL	AMERISOURCEBERGEN DRUG	ROMEOVILLE	WI	AURORA PHARMACY	MILWAUKEE	01	2006	970.0848	AMERISOURCEBERGEN	AURORA PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	TN	WALGREEN	NASHVILLE	01	2006	967.5476	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	WA	WALGREEN	SEATTLE	01	2006	960.1853	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	H D SMITH WHOLESALE DRUG	INGLEWOOD	CA	BEN’S PHARMACY	FULLERTON	01	2006	950.4168	SMITH DRUG COMPANY	BEN’S PHARMACY	2006-01-13	2006-01-13
OH	AMERISOURCEBERGEN DRUG CORP	LOCKBOURNE	WV	SAFESCRIPT PHARMACY #6	HUNTINGTON	01	2006	950.0641	AMERISOURCEBERGEN	SAFESCRIPT PHARMACY #6	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	SANTA FE SPRINGS	CA	THRIFTY PAYLESS	SAN DIEGO	01	2006	945.0067	MCKESSON CORPORATION	THRIFTY PAYLESS	2006-01-13	2006-01-13
KY	D & K HEALTHCARE RESOURCES	LEXINGTON	TN	THE WELLNESS PHARMACY	ANTIOCH	01	2006	944.6425	D & K HEALTHCARE RESOURCES	THE WELLNESS PHARMACY	2006-01-13	2006-01-13
TX	AMERISOURCEBERGEN DRUG CORP	SUGAR LAND	TX	ASCENSIA NUTRITIONAL PHARMACY	HOUSTON	01	2006	944.4240	AMERISOURCEBERGEN	ASCENSIA NUTRITIONAL PHARMACY	2006-01-13	2006-01-13
OH	HEARTLAND REPACK SERVICES	TOLEDO	MI	OMNICARE OF SOUTHERN MICHIGAN	LIVONIA	01	2006	942.8802	HEARTLAND REPACK SERVICES	OMNICARE OF SOUTHERN MICHIGAN	2006-01-13	2006-01-13
OH	MCKESSON CORPORATION	WASHINGTON CT HOUSE	WV	FAMILY DISCOUNT PHARMACY	MOUNT GAY	01	2006	940.0898	MCKESSON CORPORATION	FAMILY DISCOUNT PHARMACY	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	RKR HOLDINGS INC DBA MEDICHEM RX	CLEARWATER	01	2006	936.4025	CARDINAL HEALTH	RKR HOLDINGS INC DBA MEDICHEM RX	2006-01-13	2006-01-13
TX	CVS PHARMACY	ENNIS	TX	CVS PHARMACY	FORT WORTH	01	2006	934.4349	CVS	CVS	2006-01-13	2006-01-13
OH	MASTERS PHARMACEUTICAL	CINCINNATI	LA	PHARMACY 101 LTD	ELMWOOD	01	2006	933.0728	MASTERS PHARMACEUTICAL	PHARMACY 101 LTD	2006-01-13	2006-01-13
NY	KINRAY	WHITESTONE	RI	PHRED’S DRUG	CRANSTON	01	2006	932.7562	KINRAY	PHRED’S DRUG	2006-01-13	2006-01-13
FL	CVS ORLANDO FL DISTRIBUTION	ORLANDO	FL	HOLIDAY CVS	JACKSONVILLE	01	2006	929.4403	CVS	CVS	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	PORT CHARLOTTE	01	2006	929.2870	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NC	CARDINAL HEALTH	GREENSBORO	NC	WOODY PHARMACY WATERSIDE	DENVER	01	2006	928.6526	CARDINAL HEALTH	WOODY PHARMACY WATERSIDE	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	ORLANDO	01	2006	925.6238	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
WA	AMERISOURCEBERGEN DRUG CORP	KENT	WA	KAISER FOUNDATION HEALTH PLAN OF WASHINGTON	SEATTLE	01	2006	924.4820	AMERISOURCEBERGEN	KAISER	2006-01-13	2006-01-13
TN	CARDINAL HEALTH	KNOXVILLE	TN	BROOKS PHARMACY	NASHVILLE	01	2006	922.5458	CARDINAL HEALTH	BROOKS PHARMACY	2006-01-13	2006-01-13
AZ	WALGREEN ARIZONA DRUG	FLAGSTAFF	CO	WALGREEN	COLORADO SPRINGS	01	2006	920.6923	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AL	AMERISOURCEBERGEN DRUG CORP	PELHAM	TN	DISNEY PHARMACY SERVICES	POWELL	01	2006	918.5367	AMERISOURCEBERGEN	DISNEY PHARMACY SERVICES	2006-01-13	2006-01-13
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	FT WORTH	01	2006	918.2400	WALGREEN	WALGREEN	2006-01-13	2006-01-13
WA	AMERISOURCEBERGEN DRUG CORP	KENT	OR	KAISER FOUNDATION HOSP-SUNNY	CLACKAMAS	01	2006	915.8487	AMERISOURCEBERGEN	KAISER	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	WEST SACRAMENTO	CA	SAFEWAY	SAN FRANCISCO	01	2006	915.1908	MCKESSON CORPORATION	SAFEWAY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	LA	WALGREEN LOUISIANA CO	BATON ROUGE	01	2006	912.9508	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	OH	WALGREEN	CLEVELAND	01	2006	912.0095	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NC	ECKERD CORPORATION #1999	CHARLOTTE	VA	ECKERD CORPORATION	VIRGINIA BEACH	01	2006	911.2447	ECKERD CORPORATION #1999	ECKERD CORPORATION	2006-01-13	2006-01-13
CA	CARDINAL HEALTH	VALENCIA	CA	ARROWHEAD REGIONAL MEDICAL	COLTON	01	2006	909.3486	CARDINAL HEALTH	ARROWHEAD REGIONAL MEDICAL	2006-01-13	2006-01-13
AZ	MCKESSON CORPORATION	TOLLESON	AZ	GERMAN DOBSON CVS	PHOENIX	01	2006	908.8774	MCKESSON CORPORATION	CVS	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	Q-R-G INC, DBA DUNANE’S DISCOUNT GROUP	LAKELAND	01	2006	907.4134	AMERISOURCEBERGEN	Q-R-G INC, DBA DUNANE’S DISCOUNT GROUP	2006-01-13	2006-01-13
TX	MCKESSON CORPORATION	CONROE	TX	MERCURY-DRIVE-PHARMACY	JACINTO CITY	01	2006	905.1945	MCKESSON CORPORATION	MERCURY-DRIVE-PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	MORENO VALLEY	AZ	WALGREEN ARIZONA DRUG	MESA	01	2006	904.4676	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	MA	CVS PHARMACY	WORCESTER	01	2006	902.3920	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
NY	CARDINAL HEALTH 110	SYRACUSE	NY	CVS ALBANY	STATEN ISLAND	01	2006	900.4002	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	TAMPA	01	2006	899.6815	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	PHARMCORE	HALLANDALE	01	2006	898.5071	AMERISOURCEBERGEN	PHARMCORE	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	LA	NORTHSIDE PHARMACY	LAFAYETTE	01	2006	896.0526	MORRIS & DICKSON	NORTHSIDE PHARMACY	2006-01-13	2006-01-13
LA	LOUISIANA WHOLESALE DRUG	SUNSET	LA	JEFFERSON DRUG STORE	LAFAYETTE	01	2006	894.2209	LOUISIANA WHOLESALE DRUG	JEFFERSON DRUG STORE	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	HOLLYWOOD DISCOUNT PHARMACY	HOLLYWOOD	01	2006	891.6369	AMERISOURCEBERGEN	HOLLYWOOD DISCOUNT PHARMACY	2006-01-13	2006-01-13
CT	MCKESSON CORPORATION	ROCKY HILL	CT	VALUE HEALTH CARE SERVICES IN	CHESHIRE	01	2006	891.1065	MCKESSON CORPORATION	VALUE HEALTH CARE SERVICES IN	2006-01-13	2006-01-13
FL	ANDA	WESTON	NE	HOME OXYGEN SERVICE	KIMBALL	01	2006	888.5758	ANDA	HOME OXYGEN SERVICE	2006-01-13	2006-01-13
NC	CARDINAL HEALTH	GREENSBORO	NC	KERR DRUG	DURHAM	01	2006	888.5652	CARDINAL HEALTH	KERR DRUG	2006-01-13	2006-01-13
NY	KINRAY	WHITESTONE	NJ	COVERED BRIDGE PHARM	CHERRY HILL	01	2006	886.3387	KINRAY	COVERED BRIDGE PHARM	2006-01-13	2006-01-13
WI	WALGREEN	WINDSOR	NE	WALGREEN	OMAHA	01	2006	884.0345	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	SACRAMENTO	CA	BEL AIR PHARMACY #517	AUBURN	01	2006	874.0694	AMERISOURCEBERGEN	BEL AIR PHARMACY #517	2006-01-13	2006-01-13
IL	WALGREEN	MOUNT VERNON	MO	WALGREEN	ST LOUIS	01	2006	869.2624	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	KS	WALGREEN	TOPEKA	01	2006	864.0915	WALGREEN	WALGREEN	2006-01-13	2006-01-13
KY	D & K HEALTHCARE RESOURCES	LEXINGTON	KY	VALUE-MED	PAINTSVILLE	01	2006	860.8284	D & K HEALTHCARE RESOURCES	VALUE-MED	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	PALM HARBOR	01	2006	856.7267	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	MORENO VALLEY	CA	WALGREEN	FRESNO	01	2006	856.6410	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MD	MCKESSON CORPORATION	LANDOVER	MD	DRUG CITY PHARMACY	BALTIMORE	01	2006	856.3794	MCKESSON CORPORATION	DRUG CITY PHARMACY	2006-01-13	2006-01-13
OH	ANDA PHARMACEUTICALS	GROVEPORT	TX	MASWOSWE’S ALTERNATIVE PHARMACY SERVICES	HOUSTON	01	2006	855.1275	ANDA	MASWOSWE’S ALTERNATIVE PHARMACY SERVICES	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CA	WALGREEN	REDDING	01	2006	853.3335	WALGREEN	WALGREEN	2006-01-13	2006-01-13
WV	CARDINAL HEALTH	WHEELING	OH	OHIO CVS STORES	CLEVELAND	01	2006	852.5276	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
NJ	H D SMITH WHOLESALE DRUG	CARLSTADT	NY	FIRST ELM DRUG CORP	NEW YORK	01	2006	850.8318	SMITH DRUG COMPANY	FIRST ELM DRUG CORP	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	LA	DESTREHAN DISCOUNT PHARMACY	DESTREHAN	01	2006	849.8473	MORRIS & DICKSON	DESTREHAN DISCOUNT PHARMACY	2006-01-13	2006-01-13
KY	D & K HEALTHCARE RESOURCES	LEXINGTON	KY	PARADISE ENTERPRISES	LOUISA	01	2006	849.6677	D & K HEALTHCARE RESOURCES	PARADISE ENTERPRISES	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	SACRAMENTO	CA	RALEY’S PHARMACY #328	UKIAH	01	2006	846.1833	AMERISOURCEBERGEN	RALEY’S PHARMACY #328	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	MA	CVS PHARMACY	SPRINGFIELD	01	2006	840.3578	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	ID	WALGREEN	BOISE	01	2006	839.1419	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CO	WALGREEN	DENVER	01	2006	838.0482	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	AZ	WALGREEN ARIZONA DRUG	GILBERT	01	2006	837.0172	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	GAINESVILLE	01	2006	836.7106	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	VALENCIA	CA	OURX PHARMACY	SANTA MONICA	01	2006	829.0744	AMERISOURCEBERGEN	OURX PHARMACY	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	CYPRESS PHARMACY	FORT MYERS	01	2006	827.5153	CARDINAL HEALTH	CYPRESS PHARMACY	2006-01-13	2006-01-13
NJ	AMERISOURCEBERGEN DRUG CORP	PINE BROOK	NJ	BARNABAS HEALTH RETAIL PHARMACY	LIVINGSTON	01	2006	824.4139	AMERISOURCEBERGEN	BARNABAS HEALTH RETAIL PHARMACY	2006-01-13	2006-01-13
GA	CARDINAL HEALTH	MCDONOUGH	GA	GEORGIA CVS PHARMACY	ATLANTA	01	2006	823.0276	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
TX	AMERISOURCEBERGEN DRUG CORP	SUGAR LAND	LA	ABITA PHARMACY	ABITA SPRINGS	01	2006	822.0956	AMERISOURCEBERGEN	ABITA PHARMACY	2006-01-13	2006-01-13
WA	AMERISOURCEBERGEN DRUG CORP	KENT	WA	KAISER FOUNDATION HEALTH PLAN OF WASHINGTON	RENTON	01	2006	820.0010	AMERISOURCEBERGEN	KAISER	2006-01-13	2006-01-13
TX	AMERISOURCEBERGEN DRUG CORP	SUGAR LAND	TX	NORTHWEST PHARMACY	HOUSTON	01	2006	817.2148	AMERISOURCEBERGEN	NORTHWEST PHARMACY	2006-01-13	2006-01-13
NY	BELLCO DRUG CORP	NORTH AMITYVILLE	FL	NATIONAL PHARMACY (USA)	TAMPA	01	2006	817.1386	BELLCO DRUG CORP	NATIONAL PHARMACY (USA)	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	TX	C&G PHARMACY LTD	HOUSTON	01	2006	816.0792	MORRIS & DICKSON	C&G PHARMACY LTD	2006-01-13	2006-01-13
OH	MCKESSON CORPORATION	WASHINGTON CT HOUSE	OH	THE LANE DRUG COMPANY	TOLEDO	01	2006	814.7330	MCKESSON CORPORATION	THE LANE DRUG COMPANY	2006-01-13	2006-01-13
FL	MCKESSON CORPORATION	LAKELAND	FL	AMJ RX	SUNRISE	01	2006	814.3354	MCKESSON CORPORATION	AMJ RX	2006-01-13	2006-01-13
NJ	CVS PHARMACY	LUMBERTON	PA	EXPRESS PHARMACY SERVICES OF PA	PITTSBURGH	01	2006	812.4468	CVS	EXPRESS PHARMACY SERVICES OF PA	2006-01-13	2006-01-13
NY	ECKERD CORPORATION	LIVERPOOL	NY	ECKERD CORPORATION	BUFFALO	01	2006	809.9658	ECKERD CORPORATION	ECKERD CORPORATION	2006-01-13	2006-01-13
CA	SOUTHWOOD PHARMACEUTICALS	LAKE FOREST	LA	ELITE PHARMACY	RIVER RIDGE	01	2006	806.6955	SOUTHWOOD PHARMACEUTICALS	ELITE PHARMACY	2006-01-13	2006-01-13
AZ	MCKESSON CORPORATION	TOLLESON	AZ	SAFEWAY	PHOENIX	01	2006	805.5836	MCKESSON CORPORATION	SAFEWAY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	AZ	WALGREEN ARIZONA DRUG	CHANDLER	01	2006	805.2811	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	EXPERT-MED	ORMOND BEACH	FL	UNITED PRESCRIPTION SERVICES	TAMPA	01	2006	804.5766	EXPERT-MED	UNITED PRESCRIPTION SERVICES	2006-01-13	2006-01-13
TX	AMERISOURCEBERGEN DRUG CORP	SUGAR LAND	TX	WEST BELLFORT PHARMACY	STAFFORD	01	2006	802.1550	AMERISOURCEBERGEN	WEST BELLFORT PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	AZ	WALGREEN ARIZONA DRUG	TEMPE	01	2006	795.5093	WALGREEN	WALGREEN	2006-01-13	2006-01-13
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	ARLINGTON	01	2006	795.3419	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	CORONA	CA	GALLOWAY PHARMACY	SAN DIEGO	01	2006	794.7732	AMERISOURCEBERGEN	GALLOWAY PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CA	WALGREEN	PARADISE	01	2006	792.9430	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	JASCO COMPANY	BOCA RATON	01	2006	792.0372	CARDINAL HEALTH	JASCO COMPANY	2006-01-13	2006-01-13
WA	MCKESSON CORPORATION	EVERETT	WA	SAFEWAY	SEATTLE	01	2006	791.2832	MCKESSON CORPORATION	SAFEWAY	2006-01-13	2006-01-13
WA	MCKESSON CORPORATION	EVERETT	WA	EVERGREEN PHARMACEUTICAL	TUKWILA	01	2006	788.9692	MCKESSON CORPORATION	EVERGREEN PHARMACEUTICAL	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	TX	CHAMPS PHARMACY	HOUSTON	01	2006	787.6254	MORRIS & DICKSON	CHAMPS PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	OCALA	01	2006	783.3169	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	IA	WALGREEN	DES MOINES	01	2006	782.5100	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NY	ROCHESTER DRUG CO-OPERATIVE	ROCHESTER	NY	WEGMANS FOOD MARKETS	ROCHESTER	01	2006	776.5300	ROCHESTER DRUG CO-OPERATIVE	WEGMANS FOOD MARKETS	2006-01-13	2006-01-13
AZ	MCKESSON CORPORATION	TOLLESON	AZ	OMNICARE OF CHANDLER	CHANDLER	01	2006	774.3429	MCKESSON CORPORATION	OMNICARE OF CHANDLER	2006-01-13	2006-01-13
IL	MCKESSON CORPORATION	CAROL STREAM	WI	SOUTHWEST PHARMACIES	MILWAUKEE	01	2006	773.3990	MCKESSON CORPORATION	SOUTHWEST PHARMACIES	2006-01-13	2006-01-13
CA	H D SMITH WHOLESALE DRUG	INGLEWOOD	CA	BURBANK MEDICAL PHARMACY	BURBANK	01	2006	773.3298	SMITH DRUG COMPANY	BURBANK MEDICAL PHARMACY	2006-01-13	2006-01-13
FL	ANDA	WESTON	FL	CRJ PHARMACY	LAKELAND	01	2006	772.1877	ANDA	CRJ PHARMACY	2006-01-13	2006-01-13
AL	D& K HEALTHCARE RESOURCES	MCCALLA	TN	RIDDLE	OLIVER SPRINGS	01	2006	769.6003	D& K HEALTHCARE RESOURCES	RIDDLE	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	VENICE	01	2006	766.6230	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	SCHAEFER DRUGS WELLINGTON	WEST PALM BEACH	01	2006	764.3001	AMERISOURCEBERGEN	SCHAEFER DRUGS WELLINGTON	2006-01-13	2006-01-13
LA	LOUISIANA WHOLESALE DRUG	SUNSET	LA	NORTHSIDE FAMILY PHARMACY	DENHAM SPRINGS	01	2006	762.6348	LOUISIANA WHOLESALE DRUG	NORTHSIDE FAMILY PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	STUART	01	2006	761.2152	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OK	MCKESSON CORPORATION	OKLAHOMA CITY	TX	RANDALLS FOOD AND DRUGS LP	DALLAS	01	2006	755.5459	MCKESSON CORPORATION	ANDA	2006-01-13	2006-01-13
NY	KINRAY	WHITESTONE	NY	COUNTRY CHEMISTS	SHIRLEY	01	2006	755.2423	KINRAY	COUNTRY CHEMISTS	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	GENERIC DEPOT #2	PEMBROKE PINES	01	2006	754.6276	CARDINAL HEALTH	GENERIC DEPOT #2	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	MO	WALGREEN	SPRINGFIELD	01	2006	753.9117	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MO	D & K HEALTHCARE RESOURCES	CAPE GIRARDEAU	OK	MAY’S DRUG STORES	TULSA	01	2006	753.5801	D & K HEALTHCARE RESOURCES	MAY’S DRUG STORES	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	WA	WALGREEN	EVERETT	01	2006	752.5238	WALGREEN	WALGREEN	2006-01-13	2006-01-13
WA	AMERISOURCEBERGEN DRUG CORP	KENT	WA	KAISER FOUNDATION HEALTH PLAN OF WASHINGTON	SPOKANE	01	2006	750.4393	AMERISOURCEBERGEN	KAISER	2006-01-13	2006-01-13
NC	CARDINAL HEALTH	GREENSBORO	NC	NORTH CAROLINA CVS PHARMACY	ASHEVILLE	01	2006	748.4682	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
TN	CARDINAL HEALTH	KNOXVILLE	TN	MAC’S PHARMACY	KNOXVILLE	01	2006	746.3510	CARDINAL HEALTH	MAC’S PHARMACY	2006-01-13	2006-01-13
NJ	MCKESSON CORPORATION	DELRAN	PA	ENCLARA PHARMACIA	SHARON HILL	01	2006	744.4156	MCKESSON CORPORATION	ENCLARA PHARMACIA	2006-01-13	2006-01-13
NC	CARDINAL HEALTH	GREENSBORO	SC	SOUTH CAROLINA CVS PHARMACY	GREENVILLE	01	2006	744.3484	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	SANTA FE SPRINGS	NV	THRIFTY PAYLESS	LAS VEGAS	01	2006	742.9498	MCKESSON CORPORATION	THRIFTY PAYLESS	2006-01-13	2006-01-13
TN	CARDINAL HEALTH	KNOXVILLE	TN	BLOUNT DISCOUNT PHARMACY	ALCOA	01	2006	742.3685	CARDINAL HEALTH	BLOUNT DISCOUNT PHARMACY	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	CT	CONNECTICUT CVS PHARMACY	WATERBURY	01	2006	741.9867	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	COCONUT CREEK	01	2006	739.6211	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AK	MCKESSON CORPORATION	ANCHORAGE	AK	CARR-GOTTSTEIN FOODS	ANCHORAGE	01	2006	738.1553	MCKESSON CORPORATION	CARR-GOTTSTEIN FOODS	2006-01-13	2006-01-13
SC	SMITH DRUG COMPANY	SPARTANBURG	GA	WOODBINE PHARMACY	WOODBINE	01	2006	737.1622	SMITH DRUG COMPANY	WOODBINE PHARMACY	2006-01-13	2006-01-13
AL	AMERISOURCEBERGEN DRUG CORP	PELHAM	TN	P & S PHARMACY	KINGSPORT	01	2006	734.8664	AMERISOURCEBERGEN	P & S PHARMACY	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	VALENCIA	CA	PAIN MANAGEMENT PHARMACY	SANTA MARIA	01	2006	734.1480	AMERISOURCEBERGEN	PAIN MANAGEMENT PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	AZ	WALGREEN ARIZONA DRUG	PEORIA	01	2006	733.5163	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	AMERICAN DRUG STORES	LA HABRA	CA	GARFIELD BEACH CVS	SAN DIEGO	01	2006	733.2908	AMERICAN DRUG STORES	CVS	2006-01-13	2006-01-13
OH	ANDA PHARMACEUTICALS	GROVEPORT	HI	WESTSIDE PHARMACY	HANAPEPE	01	2006	731.9896	ANDA	WESTSIDE PHARMACY	2006-01-13	2006-01-13
WA	MCKESSON CORPORATION	EVERETT	WA	COSTCO WHOLESALE CORPORATION	EVERETT	01	2006	731.2717	MCKESSON CORPORATION	COSTCO WHOLESALE CORPORATION	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	MO	WALGREEN	KANSAS CITY	01	2006	729.0786	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NJ	H D SMITH WHOLESALE DRUG	CARLSTADT	NJ	FAIRWAY PHARMACY	LINDENWOLD	01	2006	726.8189	SMITH DRUG COMPANY	FAIRWAY PHARMACY	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	MA	CVS PHARMACY	BROCKTON	01	2006	726.2305	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
FL	MCKESSON CORPORATION	LAKELAND	FL	LIVE & LET LIVE DRUG STORE	MIAMI	01	2006	726.1676	MCKESSON CORPORATION	LIVE & LET LIVE DRUG STORE	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	LINCOURT PHARMACY	CLEARWATER	01	2006	725.8989	AMERISOURCEBERGEN	LINCOURT PHARMACY	2006-01-13	2006-01-13
CT	P J C DISTRIBUTOR CO	DAYVILLE	MA	MAXI DRUG	TAUNTON	01	2006	723.7877	P J C DISTRIBUTOR CO	MAXI DRUG	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CA	WALGREEN	STOCKTON	01	2006	722.6735	WALGREEN	WALGREEN	2006-01-13	2006-01-13
WV	CARDINAL HEALTH	WHEELING	PA	PENNSYLVANIA CVS PHARMACY	PITTSBURGH	01	2006	722.2024	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
NJ	MCKESSON CORPORATION	DELRAN	DE	MANOR PHARMACY	NEW CASTLE	01	2006	720.8817	MCKESSON CORPORATION	MANOR PHARMACY	2006-01-13	2006-01-13
MA	AMERISOURCEBERGEN DRUG CORP	MANSFIELD	CT	GRIFFIN PHARMACY	DERBY	01	2006	718.5127	AMERISOURCEBERGEN	GRIFFIN PHARMACY	2006-01-13	2006-01-13
FL	H D SMITH WHOLESALE DRUG	POMPANO BEACH	FL	PHARMACY ONE	MIAMI	01	2006	716.7518	SMITH DRUG COMPANY	PHARMACY ONE	2006-01-13	2006-01-13
NY	KINRAY	WHITESTONE	NY	PROHEALTH PHARMACY	NEW YORK	01	2006	716.5595	KINRAY	PROHEALTH PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	NE	WALGREEN	LINCOLN	01	2006	715.1829	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NJ	H D SMITH WHOLESALE DRUG	CARLSTADT	NJ	ONE STOP PHARMACY	NEWARK	01	2006	714.0615	SMITH DRUG COMPANY	ONE STOP PHARMACY	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	WALGREENS MAIL SERVICE	ORLANDO	01	2006	713.6161	AMERISOURCEBERGEN	WALGREEN	2006-01-13	2006-01-13
FL	MCKESSON CORPORATION	LAKELAND	FL	SOUTH MIAMI PHARMACY	MIAMI	01	2006	713.4394	MCKESSON CORPORATION	SOUTH MIAMI PHARMACY	2006-01-13	2006-01-13
TN	CARDINAL HEALTH	KNOXVILLE	TN	KINSER DRUGS	KINGSTON	01	2006	713.2222	CARDINAL HEALTH	KINSER DRUGS	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	OR	WALGREEN	GRESHAM	01	2006	713.1170	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SARASOTA	01	2006	712.4571	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
AZ	WALGREEN ARIZONA DRUG	FLAGSTAFF	NM	WALGREEN	ALBUQUERQUE	01	2006	711.9807	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NY	ECKERD CORPORATION	LIVERPOOL	NY	ECKERD CORPORATION	ROCHESTER	01	2006	710.1591	ECKERD CORPORATION	ECKERD CORPORATION	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	OH	WALGREEN	HAMILTON	01	2006	709.8935	WALGREEN	WALGREEN	2006-01-13	2006-01-13
PA	MCKESSON CORPORATION	NEW CASTLE	OH	RITE AID OF OHIO	CLEVELAND	01	2006	709.8332	MCKESSON CORPORATION	RITE_AID	2006-01-13	2006-01-13
OH	ANDA PHARMACEUTICALS	GROVEPORT	FL	G & H PHARMACY	PINELLAS PARK	01	2006	709.5497	ANDA	G & H PHARMACY	2006-01-13	2006-01-13
OH	WALGREEN	PERRYSBURG	MI	WALGREEN	MUSKEGON	01	2006	708.7721	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MD	RITE AID MID-ATLANTIC	ABERDEEN	PA	RITE AID OF PENNSYLVANIA	PHILADELPHIA	01	2006	708.0153	RITE_AID	RITE_AID	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CO	WALGREEN	AURORA	01	2006	707.2937	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AZ	MCKESSON CORPORATION	TOLLESON	AZ	SAFEWAY	TUCSON	01	2006	706.4416	MCKESSON CORPORATION	SAFEWAY	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	SACRAMENTO	CA	OWENS PHARMACY #1	REDDING	01	2006	706.4180	AMERISOURCEBERGEN	OWENS PHARMACY #1	2006-01-13	2006-01-13
OH	MCKESSON CORPORATION	WASHINGTON CT HOUSE	OH	RIDGWAY PHARMACY	DAYTON	01	2006	705.9634	MCKESSON CORPORATION	RIDGWAY PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CA	WALGREEN	OAKLAND	01	2006	705.3164	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	IL	WALGREEN	CHICAGO	01	2006	704.3352	WALGREEN	WALGREEN	2006-01-13	2006-01-13
WV	CARDINAL HEALTH	WHEELING	PA	PENNSYLVANIA CVS PHARMACY	HARRISBURG	01	2006	704.1549	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CA	WALGREEN	FRESNO	01	2006	702.9905	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OH	AMERISOURCEBERGEN DRUG CORP	LOCKBOURNE	OH	BROWN’S DRUG	YOUNGSTOWN	01	2006	701.6928	AMERISOURCEBERGEN	BROWN’S DRUG	2006-01-13	2006-01-13
WV	CARDINAL HEALTH	WHEELING	MD	MARYLAND CVS PHARMACY	FREDERICK	01	2006	699.0205	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	TX	MAXCARE PHARMACY	HOUSTON	01	2006	694.9992	MORRIS & DICKSON	MAXCARE PHARMACY	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	SANTA FE SPRINGS	NV	THRIFTY PAYLESS INC T/A,	LAS VEGAS	01	2006	694.4363	MCKESSON CORPORATION	THRIFTY PAYLESS INC T/A,	2006-01-13	2006-01-13
FL	ANDA	WESTON	TN	BI-LO #572	KNOXVILLE	01	2006	693.7242	ANDA	BI-LO #572	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CA	WALGREEN	CITRUS HEIGHTS	01	2006	693.5565	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NJ	H D SMITH WHOLESALE DRUG	CARLSTADT	NJ	TOWN & COUNTRY PHARMACY	MAPLEWOOD	01	2006	692.5660	SMITH DRUG COMPANY	TOWN & COUNTRY PHARMACY	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	CORONA	CA	KAISER FOUNDATION HOSPITALS	FONTANA	01	2006	692.5656	AMERISOURCEBERGEN	KAISER	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	SANTA FE SPRINGS	NV	TARGET STORES A DIVOF TARGET CORP	LAS VEGAS	01	2006	689.4833	MCKESSON CORPORATION	TARGET	2006-01-13	2006-01-13
OH	MCKESSON CORPORATION	WASHINGTON CT HOUSE	IN	PRIMARY CARE CENTER PHARMACY	INDIANAPOLIS	01	2006	685.7480	MCKESSON CORPORATION	PRIMARY CARE CENTER PHARMACY	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	PRESCRIPTION SHOP OF STUART I	STUART	01	2006	685.2807	AMERISOURCEBERGEN	PRESCRIPTION SHOP OF STUART I	2006-01-13	2006-01-13
NC	N C MUTUAL WHOLESALE DRUG	DURHAM	NC	REALO DISCOUNT DRUG STORES OF EASTERN NORTH	NEW BERN	01	2006	684.6367	N C MUTUAL WHOLESALE DRUG	REALO DISCOUNT DRUG STORES OF EASTERN NORTH	2006-01-13	2006-01-13
OK	MCKESSON CORPORATION	OKLAHOMA CITY	TX	PRIME THERAPEUTICS	IRVING	01	2006	682.8226	MCKESSON CORPORATION	PRIME THERAPEUTICS	2006-01-13	2006-01-13
IL	AMERISOURCEBERGEN DRUG	ROMEOVILLE	WI	AURORA PHARMACY	MILWAUKEE	01	2006	681.8633	AMERISOURCEBERGEN	AURORA PHARMACY	2006-01-13	2006-01-13
FL	ANDA	WESTON	TX	ELLA PHARMACY	HOUSTON	01	2006	681.5290	ANDA	ELLA PHARMACY	2006-01-13	2006-01-13
FL	MCKESSON CORPORATION	LAKELAND	FL	PARK DRUGS	STUART	01	2006	681.3104	MCKESSON CORPORATION	PARK DRUGS	2006-01-13	2006-01-13
FL	MCKESSON CORPORATION	LAKELAND	FL	J AND S DRUGS	SUNRISE	01	2006	679.4245	MCKESSON CORPORATION	J AND S DRUGS	2006-01-13	2006-01-13
IL	WALGREEN	MOUNT VERNON	MO	WALGREEN	SPRINGFIELD	01	2006	678.3507	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OH	CARDINAL HEALTH	FINDLAY	OH	HOOK-SUPERX	CINCINNATI	01	2006	676.5780	CARDINAL HEALTH	HOOK-SUPERX	2006-01-13	2006-01-13
OH	ANDA PHARMACEUTICALS	GROVEPORT	MI	SAFESCRIPT PHARMACY #19	FARMINGTON	01	2006	675.0640	ANDA	SAFESCRIPT PHARMACY #19	2006-01-13	2006-01-13
MA	MCKESSON CORPORATION	METHUEN	MA	DEVILLERS PHCY	FALL RIVER	01	2006	674.3469	MCKESSON CORPORATION	DEVILLERS PHCY	2006-01-13	2006-01-13
AZ	MCKESSON CORPORATION	TOLLESON	AZ	ALBERTSON’S	TUCSON	01	2006	674.2878	MCKESSON CORPORATION	ALBERTSON	2006-01-13	2006-01-13
FL	H D SMITH WHOLESALE DRUG	POMPANO BEACH	FL	TOWN DRUG OF HOLLYWOOD	HOLLYWOOD	01	2006	672.9662	SMITH DRUG COMPANY	TOWN DRUG OF HOLLYWOOD	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CA	WALGREEN	MERCED	01	2006	672.3560	WALGREEN	WALGREEN	2006-01-13	2006-01-13
PA	MCKESSON CORPORATION	NEW CASTLE	PA	RITE AID OF PENNSYLVANIA	PITTSBURGH	01	2006	671.6124	MCKESSON CORPORATION	RITE_AID	2006-01-13	2006-01-13
CA	WALGREEN	MORENO VALLEY	NV	WALGREEN	NORTH LAS VEGAS	01	2006	670.0261	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MA	MCKESSON CORPORATION	METHUEN	MA	D A W INC DBA STRAND PHARMACY	DORCHESTER	01	2006	669.6106	MCKESSON CORPORATION	D A W INC DBA STRAND PHARMACY	2006-01-13	2006-01-13
FL	ANDA	WESTON	MI	DETROIT MEDICAL PHARMACY	DETROIT	01	2006	669.5272	ANDA	DETROIT MEDICAL PHARMACY	2006-01-13	2006-01-13
PA	ECKERD CORPORATION #6302	LANGHORNE	NJ	ECKERD CORPORATION	VINELAND	01	2006	668.3446	ECKERD CORPORATION #6302	ECKERD CORPORATION	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	ELIAS	PLANTATION	01	2006	668.3023	AMERISOURCEBERGEN	ELIAS	2006-01-13	2006-01-13
FL	H D SMITH WHOLESALE DRUG	POMPANO BEACH	FL	LINTON SQUARE PHARMACY	DELRAY BEACH	01	2006	667.4443	SMITH DRUG COMPANY	LINTON SQUARE PHARMACY	2006-01-13	2006-01-13
OH	PRESCRIPTION SUPPLY	NORTHWOOD	OH	SHAFFER PHARMACY	TOLEDO	01	2006	667.3982	PRESCRIPTION SUPPLY	SHAFFER PHARMACY	2006-01-13	2006-01-13
MA	AMERISOURCEBERGEN DRUG CORP	MANSFIELD	ME	MILLER DRUG	BANGOR	01	2006	666.8230	AMERISOURCEBERGEN	MILLER DRUG	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	SACRAMENTO	CA	CERES DRUG STORE	CERES	01	2006	666.7813	AMERISOURCEBERGEN	CERES DRUG STORE	2006-01-13	2006-01-13
CA	THRIFTY PAYLESS	WOODLAND	CA	THRIFTY PAYLESS	SAN DIEGO	01	2006	666.3940	THRIFTY PAYLESS	THRIFTY PAYLESS	2006-01-13	2006-01-13
NC	CARDINAL HEALTH	GREENSBORO	NC	NORTH CAROLINA CVS PHARMACY	WILMINGTON	01	2006	666.0525	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
WV	CARDINAL HEALTH	WHEELING	PA	THE HOMETOWN PHARMACY	NEW CASTLE	01	2006	665.7255	CARDINAL HEALTH	THE HOMETOWN PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	VA	WALGREEN	RICHMOND	01	2006	665.1582	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OH	AMERISOURCEBERGEN DRUG CORP	LOCKBOURNE	OH	KLEIN’S PHARMACY	CUYAHOGA FALLS	01	2006	664.8291	AMERISOURCEBERGEN	KLEIN’S PHARMACY	2006-01-13	2006-01-13
CO	CARDINAL HEALTH	DENVER	CO	HOMETOWN PHARMACY AND MEDICAL	TRINIDAD	01	2006	663.9204	CARDINAL HEALTH	HOMETOWN PHARMACY AND MEDICAL	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	WEST SACRAMENTO	CA	SIERRA COMPOUNDING PHARMACY	AUBURN	01	2006	663.2623	MCKESSON CORPORATION	SIERRA COMPOUNDING PHARMACY	2006-01-13	2006-01-13
OK	AMERISOURCEBERGEN DRUG CORP	TULSA	OK	NEWCASTLE DRUG	NEWCASTLE	01	2006	662.8620	AMERISOURCEBERGEN	NEWCASTLE DRUG	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	MO	WALGREEN	SAINT LOUIS	01	2006	661.4825	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	TN	WALGREEN	CHATTANOOGA	01	2006	660.4964	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OH	MCKESSON CORPORATION	WASHINGTON CT HOUSE	KY	RITE AID OF KENTUCKY	LOUISVILLE	01	2006	659.9121	MCKESSON CORPORATION	RITE_AID	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	MA	CVS PHARMACY	CHICOPEE	01	2006	658.7820	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	CT	WALGREEN EASTERN CO	STRATFORD	01	2006	658.0310	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	DELRAY BEACH	01	2006	657.0614	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NJ	MCKESSON CORPORATION	DELRAN	PA	VERREE PHARMACY	PHILADELPHIA	01	2006	656.0191	MCKESSON CORPORATION	VERREE PHARMACY	2006-01-13	2006-01-13
FL	MCKESSON CORPORATION	LAKELAND	FL	TRELLES PHARMACY MANAGEMENT	TAMPA	01	2006	655.4624	MCKESSON CORPORATION	TRELLES PHARMACY MANAGEMENT	2006-01-13	2006-01-13
HI	MCKESSON CORPORATION	HONOLULU	HI	MEDMANGEMENT	LIHUE	01	2006	655.2233	MCKESSON CORPORATION	MEDMANGEMENT	2006-01-13	2006-01-13
WV	CARDINAL HEALTH	WHEELING	OH	OHIO CVS STORES	AKRON	01	2006	654.0746	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	POMPANO BEACH	01	2006	653.3208	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	MCKESSON CORPORATION	LAKELAND	FL	HEDGES PRESCRIPTION SHOP	SARASOTA	01	2006	652.6919	MCKESSON CORPORATION	HEDGES PRESCRIPTION SHOP	2006-01-13	2006-01-13
WI	WALGREEN	WINDSOR	IA	WALGREEN	DES MOINES	01	2006	652.3488	WALGREEN	WALGREEN	2006-01-13	2006-01-13
IL	AMERICAN DRUG STORES	ELK GROVE VILLAGE	IL	AMERICAN DRUG STORES	CHICAGO	01	2006	651.1077	AMERICAN DRUG STORES	AMERICAN DRUG STORES	2006-01-13	2006-01-13
NY	KINRAY	WHITESTONE	NY	DONGAN HILLS PHARMACY	STATEN ISLAND	01	2006	649.5448	KINRAY	DONGAN HILLS PHARMACY	2006-01-13	2006-01-13
OH	CARDINAL HEALTH	FINDLAY	OH	HARE PHARMACY	HAMILTON	01	2006	649.3592	CARDINAL HEALTH	HARE PHARMACY	2006-01-13	2006-01-13
MA	AMERISOURCEBERGEN DRUG CORP	MANSFIELD	MA	PHARMACY CORP OF AMERICA	BROCKTON	01	2006	649.1578	AMERISOURCEBERGEN	PHARMACY CORP OF AMERICA	2006-01-13	2006-01-13
AL	D& K HEALTHCARE RESOURCES	MCCALLA	LA	QVL PHARMACY 224	METAIRIE	01	2006	648.8913	D& K HEALTHCARE RESOURCES	QVL PHARMACY 224	2006-01-13	2006-01-13
TX	AMERISOURCEBERGEN DRUG CORPORATION	ROANOKE	TX	PHARMERICA	GRAND PRAIRIE	01	2006	648.1241	AMERISOURCEBERGEN	PHARMERICA	2006-01-13	2006-01-13
MI	AMERISOURCEBERGEN DRUG CORP	WILLIAMSTON	MI	MEDICAP PHARMACY	WARREN	01	2006	648.0323	AMERISOURCEBERGEN	MEDICAP PHARMACY	2006-01-13	2006-01-13
KY	RICHIE PHARMACAL CO	GLASGOW	FL	UNIVERSAL RX	TAMPA	01	2006	647.7780	RICHIE PHARMACAL CO	UNIVERSAL RX	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	KISSIMMEE	01	2006	646.9120	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	H D SMITH WHOLESALE DRUG	POMPANO BEACH	FL	KME RX	PALM SPRINGS	01	2006	646.3759	SMITH DRUG COMPANY	KME RX	2006-01-13	2006-01-13
AL	AMERISOURCEBERGEN DRUG CORP	PELHAM	TN	COLLEGE PARK PHARMACY	MORRISTOWN	01	2006	646.2909	AMERISOURCEBERGEN	COLLEGE PARK PHARMACY	2006-01-13	2006-01-13
CA	KAISER FOUNDATION HOSPITALS	OAKLAND	CA	KAISER FOUNDATION HLTH PLN IN	ROSEVILLE	01	2006	645.8884	KAISER	KAISER	2006-01-13	2006-01-13
NJ	H D SMITH WHOLESALE DRUG	CARLSTADT	NJ	BAYONNE PHARMACY	BAYONNE	01	2006	645.2486	SMITH DRUG COMPANY	BAYONNE PHARMACY	2006-01-13	2006-01-13
PA	VALUE DRUG	ALTOONA	PA	EAST HILLS FAMILY PHARMACY	JOHNSTOWN	01	2006	645.1015	VALUE DRUG	EAST HILLS FAMILY PHARMACY	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	TX	CHAMPIONS PHARMACY	HOUSTON	01	2006	644.5996	MORRIS & DICKSON	CHAMPIONS PHARMACY	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	ST GEORGE PHARMACY	PALM HARBOR	01	2006	643.9886	AMERISOURCEBERGEN	ST GEORGE PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	WI	WALGREEN	WEST ALLIS	01	2006	643.1939	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AL	D& K HEALTHCARE RESOURCES	MCCALLA	TN	RIDDLE DRUGS	HARRIMAN	01	2006	641.9024	D& K HEALTHCARE RESOURCES	RIDDLE DRUGS	2006-01-13	2006-01-13
PA	MCKESSON CORPORATION	NEW CASTLE	OH	FRANKLIN PHARM & HEALTH CARE	WARREN	01	2006	640.2680	MCKESSON CORPORATION	FRANKLIN PHARM & HEALTH CARE	2006-01-13	2006-01-13
CA	WALGREEN	MORENO VALLEY	AZ	WALGREEN ARIZONA DRUG	GLENDALE	01	2006	639.9078	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	PINELLAS PARK	01	2006	638.7653	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CO	WALGREEN	PUEBLO	01	2006	638.3080	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	MORENO VALLEY	CA	WALGREEN	VISALIA	01	2006	637.4862	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OH	ANDA PHARMACEUTICALS	GROVEPORT	FL	AKSHAR CHEMISTS	TAMPA	01	2006	637.1300	ANDA	AKSHAR CHEMISTS	2006-01-13	2006-01-13
OH	ANDA PHARMACEUTICALS	GROVEPORT	NJ	MEDICINE TO GO PHARMACIES	FORKED RIVER	01	2006	636.7582	ANDA	MEDICINE TO GO PHARMACIES	2006-01-13	2006-01-13
WA	AMERISOURCEBERGEN DRUG CORP	KENT	OR	BI-MART CORP	SPRINGFIELD	01	2006	635.7020	AMERISOURCEBERGEN	BI-MART CORP	2006-01-13	2006-01-13
OH	AMERISOURCEBERGEN DRUG CORP	LOCKBOURNE	OH	RALEY DRUG STORE	AKRON	01	2006	635.5840	AMERISOURCEBERGEN	RALEY DRUG STORE	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	WEST SACRAMENTO	CA	DEMARTINI SPRING HILL PHCY	GRASS VALLEY	01	2006	632.7020	MCKESSON CORPORATION	DEMARTINI SPRING HILL PHCY	2006-01-13	2006-01-13
CA	CARDINAL HEALTH	VALENCIA	CA	BURBANK MEDICAL PHARMACY	BURBANK	01	2006	632.0325	CARDINAL HEALTH	BURBANK MEDICAL PHARMACY	2006-01-13	2006-01-13
WV	CARDINAL HEALTH	WHEELING	PA	PENNSYLVANIA CVS PHARMACY	LANCASTER	01	2006	631.9149	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CA	WALGREEN	ELK GROVE	01	2006	631.7796	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	CT	CONNECTICUT CVS PHARMACY	NORWALK	01	2006	631.1268	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
MD	RITE AID MID-ATLANTIC	ABERDEEN	KY	RITE AID OF KENTUCKY	LOUISVILLE	01	2006	629.1620	RITE_AID	RITE_AID	2006-01-13	2006-01-13
MS	CARDINAL HEALTH	MADISON	AL	CARLISLE MEDICAL	MOBILE	01	2006	628.3560	CARDINAL HEALTH	CARLISLE MEDICAL	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	JUPITER	01	2006	627.7133	WALGREEN	WALGREEN	2006-01-13	2006-01-13
WV	CARDINAL HEALTH	WHEELING	MD	MARYLAND CVS PHARMACY	HAGERSTOWN	01	2006	627.3969	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
GA	CARDINAL HEALTH	MCDONOUGH	GA	GEORGIA CVS PHARMACY	MACON	01	2006	627.1030	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
NC	CARDINAL HEALTH	GREENSBORO	VA	VIRGINIA CVS PHARMACY	RICHMOND	01	2006	626.7374	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
NJ	AMERISOURCEBERGEN DRUG CORP	PINE BROOK	PA	JORDAN-RESES PRESCRIPTION CTR	PHILADELPHIA	01	2006	626.2256	AMERISOURCEBERGEN	JORDAN-RESES PRESCRIPTION CTR	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	WEST SACRAMENTO	CA	THRIFTY PAYLESS	FRESNO	01	2006	626.1446	MCKESSON CORPORATION	THRIFTY PAYLESS	2006-01-13	2006-01-13
WA	MCKESSON CORPORATION	EVERETT	WA	YOKES PHARMACY 7	DEER PARK	01	2006	625.9347	MCKESSON CORPORATION	YOKES PHARMACY 7	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	DEERFIELD BEACH	01	2006	625.6058	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OH	MCKESSON CORPORATION	WASHINGTON CT HOUSE	OH	PHARMACARE DIRECT	FAIRFIELD	01	2006	624.3600	MCKESSON CORPORATION	PHARMACARE DIRECT	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	DELRAY SHORES PHARMACY	DELRAY BEACH	01	2006	622.3234	AMERISOURCEBERGEN	DELRAY SHORES PHARMACY	2006-01-13	2006-01-13
WA	AMERISOURCEBERGEN DRUG CORP	KENT	OR	KAISER PERMANENTE	PORTLAND	01	2006	621.7680	AMERISOURCEBERGEN	KAISER	2006-01-13	2006-01-13
OH	CARDINAL HEALTH	FINDLAY	MI	WOODWARD DETROIT CVS	WATERFORD	01	2006	621.5097	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	CORPUS CHRISTI	01	2006	620.0782	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	DUNEDIN	01	2006	619.8598	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	TX	WALGREEN	SAN ANTONIO	01	2006	619.8401	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AL	AMERISOURCEBERGEN DRUG CORP	PELHAM	TN	MINNIS DRUG STORE	MORRISTOWN	01	2006	619.7196	AMERISOURCEBERGEN	MINNIS DRUG STORE	2006-01-13	2006-01-13
NY	CARDINAL HEALTH 110	SYRACUSE	NY	CVS ALBANY	ROCHESTER	01	2006	619.7064	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
FL	CVS ORLANDO FL DISTRIBUTION	ORLANDO	FL	HOLIDAY CVS	TAMPA	01	2006	618.7188	CVS	CVS	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	PORT RICHEY	01	2006	618.4391	WALGREEN	WALGREEN	2006-01-13	2006-01-13
WA	AMERISOURCEBERGEN DRUG CORP	KENT	WA	KAISER FOUNDATION HEALTH PLAN OF WASHINGTON	OLYMPIA	01	2006	617.0153	AMERISOURCEBERGEN	KAISER	2006-01-13	2006-01-13
TX	WALGREEN	WAXAHACHIE	LA	WALGREEN LOUISIANA CO	SHREVEPORT	01	2006	616.9014	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	COOPER ROBERT F MD	LONGWOOD	01	2006	616.1565	AMERISOURCEBERGEN	COOPER ROBERT F MD	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	MIAMI	01	2006	614.9516	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	TITUSVILLE	01	2006	614.7732	WALGREEN	WALGREEN	2006-01-13	2006-01-13
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	SPRING	01	2006	613.4216	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NC	CARDINAL HEALTH	GREENSBORO	NC	NORTH CAROLINA CVS PHARMACY	FAYETTEVILLE	01	2006	611.3862	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
NY	KINRAY	WHITESTONE	CT	ROTARY DRUG	STRATFORD	01	2006	608.6898	KINRAY	ROTARY DRUG	2006-01-13	2006-01-13
TX	ALLEN DICKSON	WINNIE	TX	SOUTHWEST PHARMACY	HOUSTON	01	2006	608.4270	ALLEN DICKSON	SOUTHWEST PHARMACY	2006-01-13	2006-01-13
FL	CVS ORLANDO FL DISTRIBUTION	ORLANDO	FL	HOLIDAY CVS	SAINT PETERSBURG	01	2006	607.6703	CVS	CVS	2006-01-13	2006-01-13
TX	AMERISOURCEBERGEN DRUG CORP	SUGAR LAND	TX	PRIME PHARMACY	HOUSTON	01	2006	606.1567	AMERISOURCEBERGEN	PRIME PHARMACY	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	WEST COAST PHARMACY	TAMPA	01	2006	606.1400	CARDINAL HEALTH	WEST COAST PHARMACY	2006-01-13	2006-01-13
NC	CARDINAL HEALTH	GREENSBORO	VA	VIRGINIA CVS PHARMACY	FREDERICKSBURG	01	2006	606.1088	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
TX	MCKESSON CORPORATION	CONROE	LA	ROSSERS PRESCRIPTION SHOP	LAFAYETTE	01	2006	605.2076	MCKESSON CORPORATION	ROSSERS PRESCRIPTION SHOP	2006-01-13	2006-01-13
WA	AMERISOURCEBERGEN DRUG CORP	KENT	OR	KAISER PERM MED OFF PHCY	PORTLAND	01	2006	604.7558	AMERISOURCEBERGEN	KAISER	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	PHARMACY ONE	MIAMI	01	2006	603.2106	AMERISOURCEBERGEN	PHARMACY ONE	2006-01-13	2006-01-13
MI	AMERISOURCEBERGEN DRUG CORP	WILLIAMSTON	MI	DIPLOMAT SPECIALTY PHARMACY	FLINT	01	2006	603.0473	AMERISOURCEBERGEN	DIPLOMAT SPECIALTY PHARMACY	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	LA	BORDELON’S SUPER-SAVE PHARM	BATON ROUGE	01	2006	602.9882	MORRIS & DICKSON	BORDELON’S SUPER-SAVE PHARM	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	AZ	WALGREEN ARIZONA DRUG	APACHE JUNCTION	01	2006	601.9997	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	LARGO	01	2006	601.2818	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	CT	MEDICAL CENTER PHARMACY	NEW HAVEN	01	2006	601.2778	CARDINAL HEALTH	MEDICAL CENTER PHARMACY	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	SUNTREE PHARMACY	MELBOURNE	01	2006	601.2724	AMERISOURCEBERGEN	SUNTREE PHARMACY	2006-01-13	2006-01-13
FL	H D SMITH WHOLESALE DRUG	POMPANO BEACH	FL	YOUR DRUGGIST	CORAL SPRINGS	01	2006	600.9839	SMITH DRUG COMPANY	YOUR DRUGGIST	2006-01-13	2006-01-13
CA	SOUTHWOOD PHARMACEUTICALS	LAKE FOREST	CA	RHOADES PATRICK N (MD)	MODESTO	01	2006	600.8595	SOUTHWOOD PHARMACEUTICALS	RHOADES PATRICK N (MD)	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	IN	WALGREEN	FT WAYNE	01	2006	600.7895	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	WEST SACRAMENTO	CA	LIM’S FAMILY PHARMACY	REDDING	01	2006	599.4916	MCKESSON CORPORATION	LIM’S FAMILY PHARMACY	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	MA	CVS PHARMACY	WEYMOUTH	01	2006	597.9313	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
PA	ECKERD CORPORATION #6302	LANGHORNE	PA	ECKERD CORPORATION	PHILADELPHIA	01	2006	597.3588	ECKERD CORPORATION #6302	ECKERD CORPORATION	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	HOLLYWOOD	01	2006	597.3265	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	MA	CVS PHARMACY	MEDFORD	01	2006	596.6538	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
FL	EXPERT-MED	ORMOND BEACH	FL	UNIVERSAL RX	TAMPA	01	2006	594.3514	EXPERT-MED	UNIVERSAL RX	2006-01-13	2006-01-13
IL	AMERICAN DRUG STORES	ELK GROVE VILLAGE	IL	HIGHLAND PARK CVS	CHICAGO	01	2006	594.2001	AMERICAN DRUG STORES	CVS	2006-01-13	2006-01-13
MS	CARDINAL HEALTH	MADISON	LA	THE MEDICINE SHOPPE	COVINGTON	01	2006	593.6866	CARDINAL HEALTH	THE MEDICINE SHOPPE	2006-01-13	2006-01-13
NC	CARDINAL HEALTH	GREENSBORO	NC	NORTH CAROLINA CVS PHARMACY	GREENSBORO	01	2006	593.0972	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	PLANTATION	01	2006	591.6359	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NC	ECKERD CORPORATION #1999	CHARLOTTE	SC	ECKERD CORPORATION	SPARTANBURG	01	2006	590.9149	ECKERD CORPORATION #1999	ECKERD CORPORATION	2006-01-13	2006-01-13
CA	AMERICAN DRUG STORES	LA HABRA	AZ	ARIZONA CVS STORES	PHOENIX	01	2006	589.5082	AMERICAN DRUG STORES	CVS	2006-01-13	2006-01-13
SC	SMITH DRUG COMPANY	SPARTANBURG	TN	R&K PHARMACY	COPPERHILL	01	2006	589.1225	SMITH DRUG COMPANY	R&K PHARMACY	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	BILGIN	CAPE CORAL	01	2006	589.0532	CARDINAL HEALTH	BILGIN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	VA	WALGREEN	VIRGINIA BEACH	01	2006	588.9557	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NY	MALLINCKRODT	HOBART	FL	WALGREENS MAIL SERVICE	ORLANDO	01	2006	588.4488	MALLINCKRODT	WALGREEN	2006-01-13	2006-01-13
TN	AMERISOURCEBERGEN DRUG CORP	ANTIOCH	KY	SAV-RITE FAMILY PHCY	CORBIN	01	2006	588.3503	AMERISOURCEBERGEN	SAV-RITE FAMILY PHCY	2006-01-13	2006-01-13
WV	CARDINAL HEALTH	WHEELING	OH	THE MEDICINE SHOPPE	JACKSON	01	2006	588.0454	CARDINAL HEALTH	THE MEDICINE SHOPPE	2006-01-13	2006-01-13
MA	MCKESSON CORPORATION	METHUEN	MA	NORTH SHORE PHARMACY SERVICES	PEABODY	01	2006	587.2909	MCKESSON CORPORATION	NORTH SHORE PHARMACY SERVICES	2006-01-13	2006-01-13
FL	DIRECT DISPENSING	MIAMI	FL	MEDIPHARM-RX	TAMPA	01	2006	587.2380	DIRECT DISPENSING	MEDIPHARM-RX	2006-01-13	2006-01-13
OK	AMERISOURCEBERGEN DRUG CORP	TULSA	OK	KEN’S DISCOUNT PHARMACY	NORMAN	01	2006	586.4739	AMERISOURCEBERGEN	KEN’S DISCOUNT PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CA	WALGREEN	YUBA CITY	01	2006	586.2845	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AZ	MCKESSON CORPORATION	TOLLESON	AZ	GERMAN DOBSON CVS	TUCSON	01	2006	585.9681	MCKESSON CORPORATION	CVS	2006-01-13	2006-01-13
NJ	AMERISOURCEBERGEN DRUG CORP	PINE BROOK	NJ	STEPHEN RESES PHARMACY	POMONA	01	2006	585.0747	AMERISOURCEBERGEN	STEPHEN RESES PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	OH	WALGREEN	AKRON	01	2006	583.7560	WALGREEN	WALGREEN	2006-01-13	2006-01-13
TX	CVS PHARMACY	ENNIS	TX	CVS PHARMACY	ARLINGTON	01	2006	583.0002	CVS	CVS	2006-01-13	2006-01-13
IL	WALGREEN	MOUNT VERNON	AL	WALGREEN	MOBILE	01	2006	582.1220	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	FORT LAUDERDALE	01	2006	581.3441	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
OH	CARDINAL HEALTH	FINDLAY	OH	SKILLED CARE PHARMACY	MASON	01	2006	581.0105	CARDINAL HEALTH	SKILLED CARE PHARMACY	2006-01-13	2006-01-13
CA	KAISER FOUNDATION HOSPITALS	OAKLAND	CA	KAISER PERMANENTE PHRMCY #833	MODESTO	01	2006	580.7846	KAISER	KAISER	2006-01-13	2006-01-13
HI	MCKESSON CORPORATION	HONOLULU	HI	PILLBOX PHARMACY	HONOLULU	01	2006	580.1966	MCKESSON CORPORATION	PILLBOX PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	VERO BEACH	01	2006	579.4314	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AL	AMERISOURCEBERGEN DRUG CORP	PELHAM	TN	MIKE’S DISCOUNT PHARMACY	MORRISTOWN	01	2006	578.9167	AMERISOURCEBERGEN	MIKE’S DISCOUNT PHARMACY	2006-01-13	2006-01-13
NY	ECKERD CORPORATION	LIVERPOOL	NY	ECKERD CORPORATION	SYRACUSE	01	2006	578.7015	ECKERD CORPORATION	ECKERD CORPORATION	2006-01-13	2006-01-13
IL	WALGREEN	MOUNT VERNON	LA	WALGREEN LOUISIANA CO	LAFAYETTE	01	2006	578.3382	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OH	AMERISOURCEBERGEN DRUG CORP	LOCKBOURNE	WV	S & F PHARMACY	HUNTINGTON	01	2006	578.3381	AMERISOURCEBERGEN	S & F PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	WI	WALGREEN	RACINE	01	2006	578.0632	WALGREEN	WALGREEN	2006-01-13	2006-01-13
TX	AMERISOURCEBERGEN DRUG CORP	SUGAR LAND	LA	JOHN BULL PHARMACY	KENNER	01	2006	577.8081	AMERISOURCEBERGEN	JOHN BULL PHARMACY	2006-01-13	2006-01-13
NJ	MCKESSON CORPORATION	DELRAN	PA	OXFORD VALLEY PHARMACY	FAIRLESS HILLS	01	2006	577.5522	MCKESSON CORPORATION	OXFORD VALLEY PHARMACY	2006-01-13	2006-01-13
OH	ANDA PHARMACEUTICALS	GROVEPORT	FL	WEST COAST PHARMACY	TAMPA	01	2006	576.2305	ANDA	WEST COAST PHARMACY	2006-01-13	2006-01-13
GA	CARDINAL HEALTH	MCDONOUGH	GA	GEORGIA CVS PHARMACY	AUGUSTA	01	2006	575.0212	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	DAVIE	01	2006	574.6873	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NJ	MCKESSON CORPORATION	DELRAN	PA	JEFFERSON APOTHECARY	PHILADELPHIA	01	2006	574.6461	MCKESSON CORPORATION	JEFFERSON APOTHECARY	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	CLEARWATER	01	2006	574.5560	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
NJ	CVS PHARMACY	LUMBERTON	PA	PENNSYLVANIA CVS PHARMACY	PHILADELPHIA	01	2006	574.2219	CVS	CVS	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	WI	WALGREEN	KENOSHA	01	2006	573.8048	WALGREEN	WALGREEN	2006-01-13	2006-01-13
TN	CARDINAL HEALTH	KNOXVILLE	TN	TENNESSEE CVS PHARMACY	CHATTANOOGA	01	2006	572.2302	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
FL	MCKESSON CORPORATION	LAKELAND	FL	BAPTIST MEDICAL ARTS PHARMACY	MIAMI	01	2006	572.1884	MCKESSON CORPORATION	BAPTIST MEDICAL ARTS PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	CORAL SPRINGS	01	2006	571.6246	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	ANDA	WESTON	NJ	PARTNERS PHARMACY	SPRINGFIELD	01	2006	570.3981	ANDA	PARTNERS PHARMACY	2006-01-13	2006-01-13
KY	RICHIE PHARMACAL CO	GLASGOW	FL	UNITED PRESCRIPTION SERVICES	TAMPA	01	2006	570.2868	RICHIE PHARMACAL CO	UNITED PRESCRIPTION SERVICES	2006-01-13	2006-01-13
AL	AMERISOURCEBERGEN DRUG CORP	PELHAM	AL	DAVID’S DISCOUNT PHARMACY	SUMITON	01	2006	569.6282	AMERISOURCEBERGEN	DAVID’S DISCOUNT PHARMACY	2006-01-13	2006-01-13
OR	MCKESSON CORPORATION	WILSONVILLE	OR	THRIFTY PAYLESS	PORTLAND	01	2006	568.3356	MCKESSON CORPORATION	THRIFTY PAYLESS	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CO	WALGREEN	LITTLETON	01	2006	567.9328	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OH	ANDA PHARMACEUTICALS	GROVEPORT	PA	THE HOMETOWN PHARMACY	NEW CASTLE	01	2006	567.9319	ANDA	THE HOMETOWN PHARMACY	2006-01-13	2006-01-13
TN	CARDINAL HEALTH	KNOXVILLE	KY	KENTUCKY CVS PHARMACY	LOUISVILLE	01	2006	567.7607	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
OH	AMERISOURCEBERGEN DRUG CORP	LOCKBOURNE	WV	FRUTH PHARMACY	POINT PLEASANT	01	2006	564.5318	AMERISOURCEBERGEN	FRUTH PHARMACY	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	OCALA	01	2006	564.3139	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
AL	D& K HEALTHCARE RESOURCES	MCCALLA	TN	RX-PERTS PHARMACY	LOUDON	01	2006	563.9322	D& K HEALTHCARE RESOURCES	RX-PERTS PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	TX	WALGREEN	ARLINGTON	01	2006	563.6295	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	CT	WALGREEN EASTERN CO	NEW HAVEN	01	2006	563.3606	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AL	AMERISOURCEBERGEN DRUG CORP	PELHAM	MS	JACKSONS DISCOUNT PHARMACY	GULFPORT	01	2006	563.1314	AMERISOURCEBERGEN	JACKSONS DISCOUNT PHARMACY	2006-01-13	2006-01-13
IL	AMERICAN DRUG STORES	ELK GROVE VILLAGE	IN	HOOK-SUPERX	INDIANAPOLIS	01	2006	562.1139	AMERICAN DRUG STORES	HOOK-SUPERX	2006-01-13	2006-01-13
MD	MCKESSON CORPORATION	LANDOVER	MD	HMIS	BALTIMORE	01	2006	561.7628	MCKESSON CORPORATION	HMIS	2006-01-13	2006-01-13
UT	MCKESSON CORPORATION	SALT LAKE CITY	UT	SUPERIOR CARE PHARMACY	SALT LAKE CITY	01	2006	561.4250	MCKESSON CORPORATION	SUPERIOR CARE PHARMACY	2006-01-13	2006-01-13
NC	ECKERD CORPORATION #1999	CHARLOTTE	NC	ECKERD CORPORATION	GREENSBORO	01	2006	560.5501	ECKERD CORPORATION #1999	ECKERD CORPORATION	2006-01-13	2006-01-13
FL	ANDA	WESTON	FL	G & H PHARMACY	PINELLAS PARK	01	2006	560.4653	ANDA	G & H PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	OAKLAND PARK	01	2006	559.5844	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	MORENO VALLEY	AZ	WALGREEN ARIZONA DRUG	SCOTTSDALE	01	2006	558.0271	WALGREEN	WALGREEN	2006-01-13	2006-01-13
HI	MCKESSON CORPORATION	HONOLULU	HI	SAFEWAY PHARMACY #2221	HILO	01	2006	556.9630	MCKESSON CORPORATION	SAFEWAY	2006-01-13	2006-01-13
AL	AMERISOURCEBERGEN DRUG CORP	PELHAM	AL	CORPORATE PHCY SERVICES	GADSDEN	01	2006	556.5391	AMERISOURCEBERGEN	CORPORATE PHCY SERVICES	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	DAYTONA BEACH	01	2006	556.3205	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MN	D&K HEALTHCARE RESOURCES	MINNEAPOLIS	WI	LAABS	MILWAUKEE	01	2006	551.5400	D&K HEALTHCARE RESOURCES	LAABS	2006-01-13	2006-01-13
OR	MCKESSON CORPORATION	WILSONVILLE	OR	EVERGREEN PHARMACEUTICAL	PORTLAND	01	2006	549.9425	MCKESSON CORPORATION	EVERGREEN PHARMACEUTICAL	2006-01-13	2006-01-13
KY	CARDINAL HEALTH	SIMPSONVILLE	MD	CITY PHARMACY INC OF ELKTON	ELKTON	01	2006	549.1009	CARDINAL HEALTH	CITY PHARMACY INC OF ELKTON	2006-01-13	2006-01-13
OH	MCKESSON CORPORATION	WASHINGTON CT HOUSE	OH	LEWIS DRUG STORE	JACKSON	01	2006	548.6227	MCKESSON CORPORATION	LEWIS DRUG STORE	2006-01-13	2006-01-13
PA	MCKESSON CORPORATION	NEW CASTLE	OH	RITE AID OF OHIO	YOUNGSTOWN	01	2006	548.1617	MCKESSON CORPORATION	RITE_AID	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	CT	WALGREEN EASTERN CO	PLAINVILLE	01	2006	547.3133	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	H D SMITH WHOLESALE DRUG	POMPANO BEACH	FL	IZZ AND SONS	MIAMI	01	2006	546.8650	SMITH DRUG COMPANY	IZZ AND SONS	2006-01-13	2006-01-13
NY	MCKESSON CORPORATION	WEST SENECA	NY	RITE AID OF NEW YORK	ROCHESTER	01	2006	546.6478	MCKESSON CORPORATION	RITE_AID	2006-01-13	2006-01-13
WA	CARDINAL HEALTH	AUBURN	AK	FRED MEYER STORES	ANCHORAGE	01	2006	546.6297	CARDINAL HEALTH	FRED MEYER	2006-01-13	2006-01-13
AL	AMERISOURCEBERGEN DRUG CORP	PELHAM	TN	JABO’S PHARMACY	NEWPORT	01	2006	546.1976	AMERISOURCEBERGEN	JABO’S PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	WA	WALGREEN	PUYALLUP	01	2006	545.3917	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	NATIONAL PHARMACY (USA)	TAMPA	01	2006	545.3329	CARDINAL HEALTH	NATIONAL PHARMACY (USA)	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	WA	WALGREEN	LYNNWOOD	01	2006	543.4058	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OR	KAISER FNDTN HEALTH PLAN NW	PORTLAND	OR	KAISER FOUNDATION HEALTH PLAN	PORTLAND	01	2006	543.2646	KAISER	KAISER	2006-01-13	2006-01-13
IL	WALGREEN	MOUNT VERNON	IN	WALGREEN	NEW ALBANY	01	2006	542.8904	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	BROOKSVILLE	01	2006	542.6010	WALGREEN	WALGREEN	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	TX	JPS HEALTH SYSTEM	FORT WORTH	01	2006	542.5197	MORRIS & DICKSON	JPS HEALTH SYSTEM	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	GENERIC DEPOT #2	PEMBROKE PINES	01	2006	541.4860	AMERISOURCEBERGEN	GENERIC DEPOT #2	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	NH	THE PRESCRIPTION CENTER	CONCORD	01	2006	541.4603	CARDINAL HEALTH	THE PRESCRIPTION CENTER	2006-01-13	2006-01-13
OH	HEARTLAND REPACK SERVICES	TOLEDO	TX	OMNICARE OF TYLER	TYLER	01	2006	540.9249	HEARTLAND REPACK SERVICES	OMNICARE OF TYLER	2006-01-13	2006-01-13
WV	CARDINAL HEALTH	WHEELING	OH	INDEPENDENT PHARMACY GRP	YOUNGSTOWN	01	2006	540.9216	CARDINAL HEALTH	INDEPENDENT PHARMACY GRP	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	HOSPICE OF THE FLORIDA	LARGO	01	2006	540.5159	AMERISOURCEBERGEN	HOSPICE OF THE FLORIDA	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	ENGLEWOOD	01	2006	540.2852	WALGREEN	WALGREEN	2006-01-13	2006-01-13
WA	MCKESSON CORPORATION	EVERETT	WA	THRIFTY PAYLESS	SPOKANE	01	2006	540.2330	MCKESSON CORPORATION	THRIFTY PAYLESS	2006-01-13	2006-01-13
AR	WAL-MART PHARMACY WHSE #45	ROGERS	AK	WAL-MART PHARMACY 10-2070	ANCHORAGE	01	2006	539.2892	WAL-MART	WAL-MART	2006-01-13	2006-01-13
KY	CARDINAL HEALTH	SIMPSONVILLE	OH	CLINIC PHARMACY	COLUMBUS	01	2006	538.5343	CARDINAL HEALTH	CLINIC PHARMACY	2006-01-13	2006-01-13
FL	SUPRA MEDICAL SUPPLIES CORP	ORLANDO	FL	COHEN CLARENCE L MD	HOLLYWOOD	01	2006	537.8995	SUPRA MEDICAL SUPPLIES CORP	COHEN CLARENCE L MD	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	CORONA	CA	LONGS SOUTHERN DISTRICT	ONTARIO	01	2006	536.8384	AMERISOURCEBERGEN	LONGS	2006-01-13	2006-01-13
NJ	H D SMITH WHOLESALE DRUG	CARLSTADT	NY	ROBERT JACOBSON PHARMACY LTD	YONKERS	01	2006	535.8910	SMITH DRUG COMPANY	ROBERT JACOBSON PHARMACY LTD	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	IZZ AND SONS	MIAMI	01	2006	535.8270	AMERISOURCEBERGEN	IZZ AND SONS	2006-01-13	2006-01-13
WI	WALGREEN	WINDSOR	IL	BOND DRUG COMPANY OF ILLINOIS	ROCKFORD	01	2006	535.7790	WALGREEN	BOND DRUG COMPANY OF ILLINOIS	2006-01-13	2006-01-13
KY	AMERISOURCEBERGEN DRUG CORP	PADUCAH	KY	GLENN’S APOTHECARY	MARION	01	2006	534.9193	AMERISOURCEBERGEN	GLENN’S APOTHECARY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	NV	WALGREEN	NORTH LAS VEGAS	01	2006	534.3588	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	WEST SACRAMENTO	CA	ROBINSON’S PHARMACY	PLACERVILLE	01	2006	533.6964	MCKESSON CORPORATION	ROBINSON’S PHARMACY	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	PROSCRIPT PHARMACY SERVICES	DAVIE	01	2006	533.6134	AMERISOURCEBERGEN	PROSCRIPT PHARMACY SERVICES	2006-01-13	2006-01-13
IL	WALGREEN	MOUNT VERNON	IN	WALGREEN	EVANSVILLE	01	2006	533.3562	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	MA	CVS PHARMACY	FALL RIVER	01	2006	533.3293	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	NORTH PORT	01	2006	532.6452	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AZ	MCKESSON CORPORATION	TOLLESON	AZ	SAFESCRIPT PHARMAY #5	TUCSON	01	2006	532.3912	MCKESSON CORPORATION	SAFESCRIPT PHARMAY #5	2006-01-13	2006-01-13
WA	AMERISOURCEBERGEN DRUG CORP	KENT	WA	KAISER FOUNDATION HEALTH PLAN OF WASHINGTON	TACOMA	01	2006	531.7854	AMERISOURCEBERGEN	KAISER	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	WEST SACRAMENTO	CA	CRYSTAL MEDICAL CENTER	OROVILLE	01	2006	531.7568	MCKESSON CORPORATION	CRYSTAL MEDICAL CENTER	2006-01-13	2006-01-13
NC	AMERISOURCEBERGEN DRUG CORP	RALEIGH	NC	IREDELL DRUG CARE	STATESVILLE	01	2006	531.7423	AMERISOURCEBERGEN	IREDELL DRUG CARE	2006-01-13	2006-01-13
FL	WALGREEN	ORLANDO	FL	WALGREEN	OCALA	01	2006	531.6917	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MN	MCKESSON DRUG COMPANY	LITTLE CANADA	MN	OMNICARE - MINNESOTA	BROOKLYN CENTER	01	2006	530.4044	MCKESSON CORPORATION	OMNICARE - MINNESOTA	2006-01-13	2006-01-13
TX	MCKESSON CORPORATION	CONROE	TX	RANDALLS FOOD AND DRUGS LP	AUSTIN	01	2006	530.2950	MCKESSON CORPORATION	ANDA	2006-01-13	2006-01-13
FL	ANDA	WESTON	TX	EAST LOOP PHARMACY	HOUSTON	01	2006	529.7250	ANDA	EAST LOOP PHARMACY	2006-01-13	2006-01-13
NC	N C MUTUAL WHOLESALE DRUG	DURHAM	VA	MARTIN’S PHARMACY	PULASKI	01	2006	529.3250	N C MUTUAL WHOLESALE DRUG	MARTIN’S PHARMACY	2006-01-13	2006-01-13
MO	MCKESSON CORPORATION	O’FALLON	MO	MISSOURI CVS PHARMACY	KANSAS CITY	01	2006	529.3199	MCKESSON CORPORATION	CVS	2006-01-13	2006-01-13
MO	MCKESSON CORPORATION	O’FALLON	KS	KANSAS CVS PHARMACY	OVERLAND PARK	01	2006	527.2876	MCKESSON CORPORATION	CVS	2006-01-13	2006-01-13
MN	AMERISOURCEBERGEN DRUG CORP	EDEN PRAIRIE	MN	PHARMERICA	FRIDLEY	01	2006	526.8291	AMERISOURCEBERGEN	PHARMERICA	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	MA	TURA’S PHARMACY	KINGSTON	01	2006	526.4026	CARDINAL HEALTH	TURA’S PHARMACY	2006-01-13	2006-01-13
CA	KAISER FOUNDATION HOSPITALS	OAKLAND	CA	KAISER FOUNDATION HEALTH PLAN	VALLEJO	01	2006	526.1211	KAISER	KAISER	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	SANTA FE SPRINGS	NV	THRIFTY PAYLESS INC T/A	LAS VEGAS	01	2006	526.0717	MCKESSON CORPORATION	THRIFTY PAYLESS INC T/A	2006-01-13	2006-01-13
OH	CARDINAL HEALTH	FINDLAY	OH	SCRIPTWISE	WESTERVILLE	01	2006	525.9529	CARDINAL HEALTH	SCRIPTWISE	2006-01-13	2006-01-13
CT	P J C DISTRIBUTOR CO	DAYVILLE	MA	MAXI DRUG	NEW BEDFORD	01	2006	525.3551	P J C DISTRIBUTOR CO	MAXI DRUG	2006-01-13	2006-01-13
OH	ANDA PHARMACEUTICALS	GROVEPORT	TN	CRESCENT CENTER DRUG STORE	MORRISTOWN	01	2006	524.6969	ANDA	CRESCENT CENTER DRUG STORE	2006-01-13	2006-01-13
OK	AMERISOURCEBERGEN DRUG CORP	TULSA	OK	COUCH PHARMACY ON SHERIDAN	TULSA	01	2006	524.4794	AMERISOURCEBERGEN	COUCH PHARMACY ON SHERIDAN	2006-01-13	2006-01-13
FL	MCKESSON CORPORATION	LAKELAND	FL	FLETCHER MED CTR PHCY	TAMPA	01	2006	524.2998	MCKESSON CORPORATION	FLETCHER MED CTR PHCY	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	LA	CHANNELL DRUGS	HAMMOND	01	2006	524.1285	MORRIS & DICKSON	CHANNELL DRUGS	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	LA	WALGREEN LOUISIANA CO	SHREVEPORT	01	2006	523.6457	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	SACRAMENTO	CA	SYCAMORE MEDICAL PHARMACY	CONCORD	01	2006	522.5210	AMERISOURCEBERGEN	SYCAMORE MEDICAL PHARMACY	2006-01-13	2006-01-13
SC	SMITH DRUG COMPANY	SPARTANBURG	KY	DSSK PHARMACEUTICAL	HAZARD	01	2006	522.2328	SMITH DRUG COMPANY	DSSK PHARMACEUTICAL	2006-01-13	2006-01-13
CA	THRIFTY PAYLESS	WOODLAND	NV	THRIFTY PAYLESS	LAS VEGAS	01	2006	522.1575	THRIFTY PAYLESS	THRIFTY PAYLESS	2006-01-13	2006-01-13
SC	EXPERT-MED	GREENVILLE	TX	MAXCARE PHARMACY	HOUSTON	01	2006	522.1575	EXPERT-MED	MAXCARE PHARMACY	2006-01-13	2006-01-13
NJ	MCKESSON CORPORATION	DELRAN	PA	DAKE’S DRUG STORE	MERION	01	2006	521.4909	MCKESSON CORPORATION	DAKE’S DRUG STORE	2006-01-13	2006-01-13
NY	KINRAY	WHITESTONE	PA	RITTER PHARMACY	BETHLEHEM	01	2006	520.6376	KINRAY	RITTER PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	NV	WALGREEN	RENO	01	2006	519.7934	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OH	ANDA PHARMACEUTICALS	GROVEPORT	WA	EASTERN’S PHARMACY	SEATTLE	01	2006	518.9981	ANDA	EASTERN’S PHARMACY	2006-01-13	2006-01-13
OH	ANDA PHARMACEUTICALS	GROVEPORT	NV	BER CORPORATION	LAS VEGAS	01	2006	518.6310	ANDA	BER CORPORATION	2006-01-13	2006-01-13
AL	AMERISOURCEBERGEN DRUG CORP	PELHAM	TN	RIPPETOE	MORRISTOWN	01	2006	518.6252	AMERISOURCEBERGEN	RIPPETOE	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	MA	CVS PHARMACY	LEOMINSTER	01	2006	518.2569	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
CO	CARDINAL HEALTH	DENVER	CO	MEDICINE SHOPPE THE	COLORADO SPRINGS	01	2006	518.0620	CARDINAL HEALTH	MEDICINE SHOPPE THE	2006-01-13	2006-01-13
NJ	AMERISOURCEBERGEN DRUG CORP	PINE BROOK	NY	DUANE READE	BROOKLYN	01	2006	517.7866	AMERISOURCEBERGEN	DUANE READE	2006-01-13	2006-01-13
MI	MCKESSON CORPORATION	LIVONIA	OH	OMNICARE OF NORTHWEST OHIO	PERRYSBURG	01	2006	517.0198	MCKESSON CORPORATION	OMNICARE OF NORTHWEST OHIO	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	IL	BOND DRUG COMPANY OF ILLINOIS	CHICAGO	01	2006	516.7426	WALGREEN	BOND DRUG COMPANY OF ILLINOIS	2006-01-13	2006-01-13
TX	MCKESSON CORPORATION	CONROE	LA	BROOKSHIRE PHARMACY #037	SHREVEPORT	01	2006	516.4611	MCKESSON CORPORATION	BROOKSHIRE PHARMACY #037	2006-01-13	2006-01-13
NC	CARDINAL HEALTH	GREENSBORO	SC	SOUTH CAROLINA CVS PHARMACY	SPARTANBURG	01	2006	516.3552	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
OH	ANDA PHARMACEUTICALS	GROVEPORT	OH	THE MEDICINE SHOPPE	JACKSON	01	2006	514.8087	ANDA	THE MEDICINE SHOPPE	2006-01-13	2006-01-13
NJ	AMERISOURCEBERGEN DRUG CORP	PINE BROOK	NY	DUANE READE	STATEN ISLAND	01	2006	514.4615	AMERISOURCEBERGEN	DUANE READE	2006-01-13	2006-01-13
OH	WALGREEN	PERRYSBURG	MI	WALGREEN	FLINT	01	2006	514.2873	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OR	KAISER FNDTN HEALTH PLAN NW	PORTLAND	OR	KAISER PERMANENTE	PORTLAND	01	2006	514.1199	KAISER	KAISER	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	CORONA	CA	DESERT HOSPITAL OUTPATIENT PHARMACY	PALM SPRINGS	01	2006	513.6287	AMERISOURCEBERGEN	DESERT HOSPITAL OUTPATIENT PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CO	WALGREEN	LOVELAND	01	2006	512.4842	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NC	ECKERD CORPORATION #1999	CHARLOTTE	NC	ECKERD CORPORATION	WILMINGTON	01	2006	511.7948	ECKERD CORPORATION #1999	ECKERD CORPORATION	2006-01-13	2006-01-13
OH	HEARTLAND REPACK SERVICES	TOLEDO	IL	JHC ACQUISITION	DES PLAINES	01	2006	511.6992	HEARTLAND REPACK SERVICES	JHC ACQUISITION	2006-01-13	2006-01-13
MD	MCKESSON CORPORATION	LANDOVER	VA	SAFEWAY PHARMACY #1759	STERLING	01	2006	511.5228	MCKESSON CORPORATION	SAFEWAY	2006-01-13	2006-01-13
MS	CARDINAL HEALTH	MADISON	LA	JAMES DRUG STORE	DENHAM SPRINGS	01	2006	510.6706	CARDINAL HEALTH	JAMES DRUG STORE	2006-01-13	2006-01-13
OH	ANDA PHARMACEUTICALS	GROVEPORT	FL	KABS OF TAMPA	TAMPA	01	2006	510.1132	ANDA	KABS OF TAMPA	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	MA	CVS PHARMACY	QUINCY	01	2006	509.4707	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	SEMINOLE	01	2006	509.4240	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	WI	WALGREEN	GREEN BAY	01	2006	508.8534	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OH	MCKESSON CORPORATION	WASHINGTON CT HOUSE	OH	SMITH DRUG CO	PORTSMOUTH	01	2006	508.7295	MCKESSON CORPORATION	SMITH DRUG COMPANY	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	CORONA	CA	MISSION PHARMACY & COMPOUNDING LTD	SAN DIEGO	01	2006	508.3951	AMERISOURCEBERGEN	MISSION PHARMACY & COMPOUNDING LTD	2006-01-13	2006-01-13
GA	MCKESSON CORPORATION	DULUTH	AL	HARCO	BIRMINGHAM	01	2006	507.7631	MCKESSON CORPORATION	HARCO	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	HOLIDAY	01	2006	505.8582	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	NAPLES	01	2006	505.5047	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
UT	AMERISOURCEBERGEN DRUG CORP	SALT LAKE CITY	UT	UNIVERSITY OF UTAH	SALT LAKE CITY	01	2006	505.4626	AMERISOURCEBERGEN	UNIVERSITY OF UTAH	2006-01-13	2006-01-13
NJ	H D SMITH WHOLESALE DRUG	CARLSTADT	NY	BIG APPLE PHARMACY	BRONX	01	2006	505.4097	SMITH DRUG COMPANY	BIG APPLE PHARMACY	2006-01-13	2006-01-13
NJ	MCKESSON CORPORATION	DELRAN	PA	RITE AID OF PENNSYLVANIA	PHILADELPHIA	01	2006	504.3070	MCKESSON CORPORATION	RITE_AID	2006-01-13	2006-01-13
NY	BELLCO DRUG CORP	NORTH AMITYVILLE	NY	ROBERT JACOBSON PHARMACY LTD	YONKERS	01	2006	504.2863	BELLCO DRUG CORP	ROBERT JACOBSON PHARMACY LTD	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	SACRAMENTO	CA	A & O CLINIC PHARMACY	SALINAS	01	2006	502.4169	AMERISOURCEBERGEN	A & O CLINIC PHARMACY	2006-01-13	2006-01-13
FL	ANDA	WESTON	LA	AMERIHEALTH MEDS	KENNER	01	2006	502.3995	ANDA	AMERIHEALTH MEDS	2006-01-13	2006-01-13
CA	AMERICAN DRUG STORES	LA HABRA	CA	GARFIELD BEACH CVS	LANCASTER	01	2006	502.3306	AMERICAN DRUG STORES	CVS	2006-01-13	2006-01-13
NC	CARDINAL HEALTH	GREENSBORO	SC	SOUTH CAROLINA CVS PHARMACY	FLORENCE	01	2006	502.1725	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
VA	AMERISOURCEBERGEN DRUG CORP	GLEN ALLEN	WV	LARRY’S DRIVE-IN PHARMACY	MADISON	01	2006	502.0999	AMERISOURCEBERGEN	LARRY’S DRIVE-IN PHARMACY	2006-01-13	2006-01-13
MI	MCKESSON CORPORATION	LIVONIA	MI	BATH CITY RX	MT CLEMENS	01	2006	502.0958	MCKESSON CORPORATION	BATH CITY RX	2006-01-13	2006-01-13
NC	CARDINAL HEALTH	GREENSBORO	NC	NORTH CAROLINA CVS PHARMACY	WINSTON SALEM	01	2006	502.0230	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	TALLAHASSEE	01	2006	501.2070	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
OH	ANDA PHARMACEUTICALS	GROVEPORT	FL	KME RX	PALM SPRINGS	01	2006	500.5475	ANDA	KME RX	2006-01-13	2006-01-13
NM	CARDINAL HEALTH	ALBUQUERQUE	NM	HIGHLAND PHARMACY	ALBUQUERQUE	01	2006	500.5426	CARDINAL HEALTH	HIGHLAND PHARMACY	2006-01-13	2006-01-13
PA	MCKESSON CORPORATION	NEW CASTLE	OH	RITE AID OF OHIO	WARREN	01	2006	500.0992	MCKESSON CORPORATION	RITE_AID	2006-01-13	2006-01-13
WA	MCKESSON CORPORATION	EVERETT	WA	SAFEWAY	SPOKANE	01	2006	499.9189	MCKESSON CORPORATION	SAFEWAY	2006-01-13	2006-01-13
NC	CARDINAL HEALTH	GREENSBORO	NC	NORTH CAROLINA CVS PHARMACY	STATESVILLE	01	2006	499.1885	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
OH	AMERISOURCEBERGEN DRUG CORP	LOCKBOURNE	OH	FRUTH PHARMACY #16	WAVERLY	01	2006	498.7081	AMERISOURCEBERGEN	FRUTH PHARMACY #16	2006-01-13	2006-01-13
OH	WALGREEN	PERRYSBURG	MI	WALGREEN	GRAND RAPIDS	01	2006	498.6982	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	WALGREEN	JACKSONVILLE	01	2006	498.4453	CARDINAL HEALTH	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	PALM COAST	01	2006	498.0924	WALGREEN	WALGREEN	2006-01-13	2006-01-13
WA	CARDINAL HEALTH	AUBURN	WA	PHARMACY OPERATIONS	DEER PARK	01	2006	497.7366	CARDINAL HEALTH	PHARMACY OPERATIONS	2006-01-13	2006-01-13
IL	MCKESSON CORPORATION	CAROL STREAM	WI	WISCONSIN CVS PHARMACY	MILWAUKEE	01	2006	497.2953	MCKESSON CORPORATION	CVS	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	LA	MADISONVILLE DRUGS	MADISONVILLE	01	2006	497.0131	MORRIS & DICKSON	MADISONVILLE DRUGS	2006-01-13	2006-01-13
KY	CARDINAL HEALTH	SIMPSONVILLE	KY	COMMUNITY DRUG OF MANCHESTER	MANCHESTER	01	2006	495.4058	CARDINAL HEALTH	COMMUNITY DRUG OF MANCHESTER	2006-01-13	2006-01-13
WI	WALGREEN	WINDSOR	NE	WALGREEN	LINCOLN	01	2006	495.3666	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	SANTA FE SPRINGS	CA	GARFIELD BEACH CVS	IRVINE	01	2006	495.1902	MCKESSON CORPORATION	CVS	2006-01-13	2006-01-13
IL	AMERICAN DRUG STORES	ELK GROVE VILLAGE	MO	MISSOURI CVS PHARMACY	KANSAS CITY	01	2006	494.4604	AMERICAN DRUG STORES	CVS	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CO	WALGREEN	LONGMONT	01	2006	494.2853	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	AMERICAN DRUG STORES	LA HABRA	CA	GARFIELD BEACH CVS	ANAHEIM	01	2006	493.8551	AMERICAN DRUG STORES	CVS	2006-01-13	2006-01-13
LA	MORRIS & DICKSON	SHREVEPORT	TX	TXRX PHARMACY	ORANGE	01	2006	493.2496	MORRIS & DICKSON	TXRX PHARMACY	2006-01-13	2006-01-13
PA	ECKERD CORPORATION #6302	LANGHORNE	PA	THRIFT DRUG	LANGHORNE	01	2006	493.1796	ECKERD CORPORATION #6302	THRIFT DRUG	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	OK	WALGREEN	BROKEN ARROW	01	2006	492.8061	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	NM	WALGREEN	LAS CRUCES	01	2006	492.6716	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	CAPE CORAL	01	2006	492.5676	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
CT	P J C DISTRIBUTOR CO	DAYVILLE	MA	MAXI DRUG	PITTSFIELD	01	2006	492.3493	P J C DISTRIBUTOR CO	MAXI DRUG	2006-01-13	2006-01-13
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	BEAUMONT	01	2006	492.0389	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AZ	WALGREEN ARIZONA DRUG	FLAGSTAFF	NM	WALGREEN HASTINGS	ALBUQUERQUE	01	2006	492.0380	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	POMPANO BEACH	01	2006	491.8102	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
NC	CARDINAL HEALTH	GREENSBORO	NC	NORTH CAROLINA CVS PHARMACY	NORTH WILKESBORO	01	2006	491.4238	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
AZ	MCKESSON CORPORATION	TOLLESON	AZ	VADEN CORP	GLOBE	01	2006	491.3190	MCKESSON CORPORATION	VADEN CORP	2006-01-13	2006-01-13
AL	D& K HEALTHCARE RESOURCES	MCCALLA	AL	LANGLEY PHARMACY	JASPER	01	2006	491.3038	D& K HEALTHCARE RESOURCES	LANGLEY PHARMACY	2006-01-13	2006-01-13
TX	AMERISOURCEBERGEN DRUG CORP	SUGAR LAND	TX	T & T PHARMACY	VIDOR	01	2006	490.8004	AMERISOURCEBERGEN	T & T PHARMACY	2006-01-13	2006-01-13
FL	MCKESSON CORPORATION	LAKELAND	FL	BILL’S PRESCRIPTION CENTER	BRANDON	01	2006	490.4353	MCKESSON CORPORATION	BILL’S PRESCRIPTION CENTER	2006-01-13	2006-01-13
MI	AUBURN PHARMACEUTICAL	TROY	MI	MEDICAP PHARMACY	WARREN	01	2006	490.3855	AUBURN PHARMACEUTICAL	MEDICAP PHARMACY	2006-01-13	2006-01-13
OR	MCKESSON CORPORATION	WILSONVILLE	WA	SAFEWAY	VANCOUVER	01	2006	490.2528	MCKESSON CORPORATION	SAFEWAY	2006-01-13	2006-01-13
MN	MCKESSON DRUG COMPANY	LITTLE CANADA	MN	HENNEPIN COUNTY MEDICAL CENTER	MINNEAPOLIS	01	2006	489.3705	MCKESSON CORPORATION	HENNEPIN COUNTY MEDICAL CENTER	2006-01-13	2006-01-13
NC	N C MUTUAL WHOLESALE DRUG	DURHAM	NC	ARCHDALE DRUG CO	ARCHDALE	01	2006	489.3194	N C MUTUAL WHOLESALE DRUG	ARCHDALE DRUG CO	2006-01-13	2006-01-13
MD	RITE AID MID-ATLANTIC	ABERDEEN	NY	RITE AID OF NEW YORK	LOCKPORT	01	2006	489.1632	RITE_AID	RITE_AID	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	CT	WALGREEN EASTERN CO	BRIDGEPORT	01	2006	489.0408	WALGREEN	WALGREEN	2006-01-13	2006-01-13
KY	CARDINAL HEALTH	SIMPSONVILLE	OH	PHILLIP’S PHARMACY	COLUMBUS	01	2006	488.7887	CARDINAL HEALTH	PHILLIP’S PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	APOPKA	01	2006	488.7013	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	SACRAMENTO	CA	ROBERT’S DRUG STORE	OROVILLE	01	2006	488.1111	AMERISOURCEBERGEN	ROBERT’S DRUG STORE	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	WEST SACRAMENTO	CA	THE VONS COMPANIES	OAKHURST	01	2006	487.7921	MCKESSON CORPORATION	THE VONS COMPANIES	2006-01-13	2006-01-13
TX	MCKESSON CORPORATION	CONROE	LA	K & B LOUISIANA CORPORATION	BATON ROUGE	01	2006	486.1402	MCKESSON CORPORATION	K & B LOUISIANA CORPORATION	2006-01-13	2006-01-13
TX	AMERISOURCEBERGEN DRUG CORP	SUGAR LAND	LA	PROFESSIONAL ARTS PHARMACY	LAFAYETTE	01	2006	486.0020	AMERISOURCEBERGEN	PROFESSIONAL ARTS PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	MORENO VALLEY	CA	WALGREEN	BAKERSFIELD	01	2006	485.9848	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AL	AMERISOURCEBERGEN DRUG CORP	PELHAM	SC	HOWARDS PHARMACY	SIMPSONVILLE	01	2006	485.9822	AMERISOURCEBERGEN	HOWARDS PHARMACY	2006-01-13	2006-01-13
CO	CARDINAL HEALTH	DENVER	CO	KING SOOPERS PHARMACY	DENVER	01	2006	484.9907	CARDINAL HEALTH	KING SOOPERS PHARMACY	2006-01-13	2006-01-13
OH	HEARTLAND REPACK SERVICES	TOLEDO	NY	PHARMACY ASSOC OF GLENS FALLS	BALLSTON SPA	01	2006	484.4865	HEARTLAND REPACK SERVICES	PHARMACY ASSOC OF GLENS FALLS	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	MA	CVS PHARMACY	BOSTON	01	2006	484.0061	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
CA	AMERICAN DRUG STORES	LA HABRA	AZ	ARIZONA CVS STORES	BULLHEAD CITY	01	2006	481.4443	AMERICAN DRUG STORES	CVS	2006-01-13	2006-01-13
OH	CARDINAL HEALTH	FINDLAY	OH	THE KROGER CO DBA	DAYTON	01	2006	481.2859	CARDINAL HEALTH	KROGER	2006-01-13	2006-01-13
KY	CARDINAL HEALTH	SIMPSONVILLE	OH	WHITACRE PHARMACY	SPRINGFIELD	01	2006	481.0818	CARDINAL HEALTH	WHITACRE PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	WA	WALGREEN	SPOKANE VALLEY	01	2006	480.6427	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	MA	CVS PHARMACY	HYANNIS	01	2006	480.4409	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	CT	WALGREEN EASTERN CO	DANBURY	01	2006	480.0758	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	NC	WALGREEN	FAYETTEVILLE	01	2006	479.7172	WALGREEN	WALGREEN	2006-01-13	2006-01-13
AZ	AMERISOURCEBERGEN DRUG CORP	PHOENIX	NV	EMERALD PHARMACY	LAS VAGAS	01	2006	479.2131	AMERISOURCEBERGEN	EMERALD PHARMACY	2006-01-13	2006-01-13
CA	ALTURA PHARMACEUTICALS	SANTA FE SPRINGS	CA	MORLEY BRENDAN PATRICK (MD)	EMERYVILLE	01	2006	479.1741	ALTURA PHARMACEUTICALS	MORLEY BRENDAN PATRICK (MD)	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	PALM BAY	01	2006	477.9634	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	WEST SACRAMENTO	CA	SAFEWAY	SANTA ROSA	01	2006	477.8402	MCKESSON CORPORATION	SAFEWAY	2006-01-13	2006-01-13
CA	THRIFTY PAYLESS	WOODLAND	CA	THRIFTY PAYLESS	FRESNO	01	2006	477.3579	THRIFTY PAYLESS	THRIFTY PAYLESS	2006-01-13	2006-01-13
UT	MCKESSON CORPORATION	SALT LAKE CITY	UT	COMMUNITY PHARMACY	SALT LAKE CITY	01	2006	476.5793	MCKESSON CORPORATION	COMMUNITY PHARMACY	2006-01-13	2006-01-13
VA	AMERISOURCEBERGEN DRUG CORP	GLEN ALLEN	DC	US ARMY PHARMACY SERVICE	WASHINGTON	01	2006	476.4898	AMERISOURCEBERGEN	US ARMY PHARMACY SERVICE	2006-01-13	2006-01-13
FL	CVS ORLANDO FL DISTRIBUTION	ORLANDO	FL	HOLIDAY CVS	ORLANDO	01	2006	475.2390	CVS	CVS	2006-01-13	2006-01-13
CT	MCKESSON CORPORATION	ROCKY HILL	NY	MED WORLD ACQUISITION CORP	CHESTNUT RIDGE	01	2006	474.0162	MCKESSON CORPORATION	MED WORLD ACQUISITION CORP	2006-01-13	2006-01-13
FL	AMERISOURCEBERGEN DRUG CORP	ORLANDO	FL	HARRINGTON’S PROF ARTS PHAR	NAPLES	01	2006	473.3989	AMERISOURCEBERGEN	HARRINGTON’S PROF ARTS PHAR	2006-01-13	2006-01-13
OH	MCKESSON CORPORATION	WASHINGTON CT HOUSE	WV	BOND’S DRUG STORE	WASHINGTON	01	2006	473.1009	MCKESSON CORPORATION	BOND’S DRUG STORE	2006-01-13	2006-01-13
CA	KAISER FOUNDATION HOSPITALS	OAKLAND	CA	KAISER FOUNDATION HOSPITALS	SACRAMENTO	01	2006	473.0319	KAISER	KAISER	2006-01-13	2006-01-13
CA	SOUTHWOOD PHARMACEUTICALS	LAKE FOREST	CA	HAIDER THOMAS T MD	RIVERSIDE	01	2006	472.9385	SOUTHWOOD PHARMACEUTICALS	HAIDER THOMAS T MD	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	FORT LAUDERDALE	01	2006	472.8062	WALGREEN	WALGREEN	2006-01-13	2006-01-13
NJ	MCKESSON CORPORATION	DELRAN	DE	RITE AID OF DELAWARE	WILMINGTON	01	2006	472.5186	MCKESSON CORPORATION	RITE_AID	2006-01-13	2006-01-13
NJ	H D SMITH WHOLESALE DRUG	CARLSTADT	NJ	ROBERT’S MILL PHARMACY	MT LAUREL	01	2006	471.9353	SMITH DRUG COMPANY	ROBERT’S MILL PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	DELAND	01	2006	471.8096	WALGREEN	WALGREEN	2006-01-13	2006-01-13
TN	MCKESSON CORPORATION	MEMPHIS	LA	EVANS DRUG MART	PEARL RIVER	01	2006	471.6535	MCKESSON CORPORATION	EVANS DRUG MART	2006-01-13	2006-01-13
OH	WALGREEN	PERRYSBURG	OH	WALGREEN	COLUMBUS	01	2006	471.1526	WALGREEN	WALGREEN	2006-01-13	2006-01-13
WV	CARDINAL HEALTH	WHEELING	WV	POCAHONTAS PHARMACY	MARLINTON	01	2006	470.9243	CARDINAL HEALTH	POCAHONTAS PHARMACY	2006-01-13	2006-01-13
NJ	H D SMITH WHOLESALE DRUG	CARLSTADT	NJ	SHREE HARI HEALTH SYSTEMS	FREEHOLD	01	2006	470.6965	SMITH DRUG COMPANY	SHREE HARI HEALTH SYSTEMS	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	IA	WALGREEN	COUNCIL BLUFFS	01	2006	470.1246	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	FL	WALGREEN	FT PIERCE	01	2006	469.9975	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	CORONA	CA	KAISER FOUNDATION HEALTH PLAN	MORENO VALLEY	01	2006	469.9081	AMERISOURCEBERGEN	KAISER	2006-01-13	2006-01-13
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	PASADENA	01	2006	469.6386	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MI	AMERISOURCEBERGEN DRUG CORP	WILLIAMSTON	MI	APOTHECARY SURGICAL SUPPLY	LANSING	01	2006	468.8655	AMERISOURCEBERGEN	APOTHECARY SURGICAL SUPPLY	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	WORLD HEALTH ASSOCIATE	LAKE WORTH	01	2006	468.5170	CARDINAL HEALTH	WORLD HEALTH ASSOCIATE	2006-01-13	2006-01-13
OH	WALGREEN	PERRYSBURG	IN	WALGREEN	FT WAYNE	01	2006	468.4275	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CO	WALGREEN	WHEAT RIDGE	01	2006	467.9730	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MI	MCKESSON CORPORATION	LIVONIA	MI	ST JOSEPH MERCY PROFESSIONAL PHARMACY	PONTIAC	01	2006	467.5159	MCKESSON CORPORATION	ST JOSEPH MERCY PROFESSIONAL PHARMACY	2006-01-13	2006-01-13
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	LUBBOCK	01	2006	466.4595	WALGREEN	WALGREEN	2006-01-13	2006-01-13
KY	QUEST PHARMACEUTICALS	MURRAY	KY	DSSK PHARMACEUTICAL	HAZARD	01	2006	466.2519	QUEST PHARMACEUTICALS	DSSK PHARMACEUTICAL	2006-01-13	2006-01-13
PA	MCKESSON CORPORATION	NEW CASTLE	OH	LO-MED PRESCRIPTION SERVICES	WADSWORTH	01	2006	466.1807	MCKESSON CORPORATION	LO-MED PRESCRIPTION SERVICES	2006-01-13	2006-01-13
NC	CARDINAL HEALTH	GREENSBORO	NC	FOSTER DRUG COMPANY	MOCKSVILLE	01	2006	465.8922	CARDINAL HEALTH	FOSTER DRUG COMPANY	2006-01-13	2006-01-13
GA	MCKESSON CORPORATION	DULUTH	GA	HEART DISCOUNT PHARMACY	RIVERDALE	01	2006	465.2642	MCKESSON CORPORATION	HEART DISCOUNT PHARMACY	2006-01-13	2006-01-13
TN	CARDINAL HEALTH	KNOXVILLE	TN	BI-LO #344	KNOXVILLE	01	2006	465.2018	CARDINAL HEALTH	BI-LO #344	2006-01-13	2006-01-13
AL	D& K HEALTHCARE RESOURCES	MCCALLA	TN	RIDDLE	WARTBURG	01	2006	464.6995	D& K HEALTHCARE RESOURCES	RIDDLE	2006-01-13	2006-01-13
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	AMARILLO	01	2006	464.6441	WALGREEN	WALGREEN	2006-01-13	2006-01-13
TN	CARDINAL HEALTH	KNOXVILLE	TN	BI-LO #572	KNOXVILLE	01	2006	464.6427	CARDINAL HEALTH	BI-LO #572	2006-01-13	2006-01-13
OH	MCKESSON CORPORATION	WASHINGTON CT HOUSE	IN	GRANDVIEW PHARMACY	CONNERSVILLE	01	2006	464.5181	MCKESSON CORPORATION	GRANDVIEW PHARMACY	2006-01-13	2006-01-13
OH	HEARTLAND REPACK SERVICES	TOLEDO	UT	SUPERIOR CARE PHARMACY	SALT LAKE CITY	01	2006	464.3418	HEARTLAND REPACK SERVICES	SUPERIOR CARE PHARMACY	2006-01-13	2006-01-13
FL	CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SANFORD	01	2006	463.7885	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
MI	MCKESSON CORPORATION	LIVONIA	MI	YINGER PHARMACY SHOPPE	MONROE	01	2006	463.7815	MCKESSON CORPORATION	YINGER PHARMACY SHOPPE	2006-01-13	2006-01-13
NC	N C MUTUAL WHOLESALE DRUG	DURHAM	NC	CAROLINA APOTHECARY	REIDSVILLE	01	2006	463.3080	N C MUTUAL WHOLESALE DRUG	CAROLINA APOTHECARY	2006-01-13	2006-01-13
UT	MCKESSON CORPORATION	SALT LAKE CITY	UT	THRIFTY PAYLESS	SALT LAKE CITY	01	2006	462.5457	MCKESSON CORPORATION	THRIFTY PAYLESS	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	SANTA FE SPRINGS	NV	THE VONS COMPANIES	LAS VEGAS	01	2006	462.4510	MCKESSON CORPORATION	THE VONS COMPANIES	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	MN	WALGREEN	MINNEAPOLIS	01	2006	460.4872	WALGREEN	WALGREEN	2006-01-13	2006-01-13
OH	WALGREEN	PERRYSBURG	NY	WALGREEN EASTERN CO	BUFFALO	01	2006	460.4067	WALGREEN	WALGREEN	2006-01-13	2006-01-13
MO	CARDINAL HEALTH	ST CHARLES	IN	HOOK-SUPERX	EVANSVILLE	01	2006	460.3049	CARDINAL HEALTH	HOOK-SUPERX	2006-01-13	2006-01-13
WA	CARDINAL HEALTH	AUBURN	WA	NORTHWEST PRESCRIPTIONS & MEDICAL SUPPLY	SEATTLE	01	2006	460.0985	CARDINAL HEALTH	NORTHWEST PRESCRIPTIONS & MEDICAL SUPPLY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	CA	WALGREEN	MARYSVILLE	01	2006	460.0550	WALGREEN	WALGREEN	2006-01-13	2006-01-13
FL	EXPERT-MED	ORMOND BEACH	FL	JEN-MAR PHARMACY SERVICES	TAMPA	01	2006	459.9527	EXPERT-MED	JEN-MAR PHARMACY SERVICES	2006-01-13	2006-01-13
NY	BELLCO DRUG CORP	NORTH AMITYVILLE	LA	PHARMACY 101 LTD	ELMWOOD	01	2006	459.6610	BELLCO DRUG CORP	PHARMACY 101 LTD	2006-01-13	2006-01-13
OH	MCKESSON CORPORATION	WASHINGTON CT HOUSE	KY	TAYLOR’S DISCOUNT PHARMACY	PINEVILLE	01	2006	459.4364	MCKESSON CORPORATION	TAYLOR’S DISCOUNT PHARMACY	2006-01-13	2006-01-13
CA	H D SMITH WHOLESALE DRUG	INGLEWOOD	CA	MEDICAL TOWERS PHARMACY	HUNTINGTON BEACH	01	2006	459.2157	SMITH DRUG COMPANY	MEDICAL TOWERS PHARMACY	2006-01-13	2006-01-13
CA	WALGREEN	WOODLAND	OR	WALGREEN	SALEM	01	2006	459.0018	WALGREEN	WALGREEN	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	SACRAMENTO	CA	RALEY’S PHARMACY #213	GRASS VALLEY	01	2006	458.8853	AMERISOURCEBERGEN	RALEY’S PHARMACY #213	2006-01-13	2006-01-13
FL	MCKESSON CORPORATION	LAKELAND	FL	LIFEPATH HOSPICE	TAMPA	01	2006	458.8362	MCKESSON CORPORATION	LIFEPATH HOSPICE	2006-01-13	2006-01-13
MA	CARDINAL HEALTH	PEABODY	NH	FLOWER PHARMACY	LACONIA	01	2006	458.2032	CARDINAL HEALTH	FLOWER PHARMACY	2006-01-13	2006-01-13
FL	WALGREEN	JUPITER	MI	WALGREEN	GRAND RAPIDS	01	2006	458.2011	WALGREEN	WALGREEN	2006-01-13	2006-01-13
PA	MCKESSON CORPORATION	NEW CASTLE	OH	RITE AID OF OHIO	AKRON	01	2006	457.7480	MCKESSON CORPORATION	RITE_AID	2006-01-13	2006-01-13
AL	AMERISOURCEBERGEN DRUG CORP	PELHAM	TN	MURPHY’S SAV-MOR PHARMACY	JEFFERSON CITY	01	2006	457.5232	AMERISOURCEBERGEN	MURPHY’S SAV-MOR PHARMACY	2006-01-13	2006-01-13
NM	CARDINAL HEALTH	ALBUQUERQUE	NM	LOVELACE OUTPATIENT PHARMACY	ALBUQUERQUE	01	2006	456.6337	CARDINAL HEALTH	LOVELACE OUTPATIENT PHARMACY	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	SACRAMENTO	CA	CLONEY’S PRESCRIPTION PHARMACY	EUREKA	01	2006	455.8528	AMERISOURCEBERGEN	CLONEY’S PRESCRIPTION PHARMACY	2006-01-13	2006-01-13
CA	H D SMITH WHOLESALE DRUG	INGLEWOOD	WA	ASSURED PHARMACIES NORTHWEST	BELLEVUE	01	2006	455.5426	SMITH DRUG COMPANY	ASSURED PHARMACIES NORTHWEST	2006-01-13	2006-01-13
GA	CARDINAL HEALTH	MCDONOUGH	AL	ALABAMA CVS PHARMACY	BIRMINGHAM	01	2006	454.9594	CARDINAL HEALTH	CVS	2006-01-13	2006-01-13
CA	AMERISOURCEBERGEN DRUG CORP	CORONA	CA	SUMI PHARMACY	LONG BEACH	01	2006	454.5990	AMERISOURCEBERGEN	SUMI PHARMACY	2006-01-13	2006-01-13
CA	MCKESSON CORPORATION	SANTA FE SPRINGS	CA	GARFIELD BEACH CVS	LOS ANGELES	01	2006	454.2849	MCKESSON CORPORATION	CVS	2006-01-13	2006-01-13
NY	KINRAY	WHITESTONE	NY	SB PHARMACY	NEW YORK	01	2006	454.2038	KINRAY	SB PHARMACY	2006-01-13	2006-01-13
TX	AMERISOURCEBERGEN DRUG CORPORATION	ROANOKE	OK	R AND S DRUG STORES	DUNCAN	01	2006	453.9575	AMERISOURCEBERGEN	R AND S DRUG STORES	2006-01-13	2006-01-13

.

TOP REPORTERS

Let’s first look at the top reporters just to get an idea of who the big shippers were.

top_reporter_data <- summary_data %>%
  select(CONSOL_REPORTER_NAME, TOTAL_WT_IN_GM) %>%
  group_by(CONSOL_REPORTER_NAME) %>%
  summarize(REPORTER_TOTAL_TONNE = sum(TOTAL_WT_IN_GM/1000000)) %>%
  mutate(REPORTER_TOTAL_TONNE = sig_fig(REPORTER_TOTAL_TONNE, 3)) %>%
  yo


## compute cummulatives
total_shipped <- sum(top_reporter_data$REPORTER_TOTAL_TONNE)

top_reporter_data <- top_reporter_data %>%
  arrange(desc(REPORTER_TOTAL_TONNE)) %>%
  mutate(PCT_TOTAL = sig_fig(100* REPORTER_TOTAL_TONNE/total_shipped, 2)) %>%
  mutate(CUMMUL_PCT = cumsum(PCT_TOTAL)) %>%
  yo

## Create a list of the top reporters
top_reporters <- top_reporter_data$CONSOL_REPORTER_NAME[1:8]
 
top_reporter_data %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = T, position = "center") %>%
  row_spec(1:8, bold = T, color = "tomato", background = "grey30") %>%
  row_spec(0, angle = 0, align = 'c', bold = F, color = "white", background = "#17367E") %>%
  kable_styling(font_size = 8) %>%
  scroll_box(width = "750px", height = "200px") %>%
  yo

CONSOL_REPORTER_NAME	REPORTER_TOTAL_TONNE	PCT_TOTAL	CUMMUL_PCT
MCKESSON CORPORATION	121.3000000	21.1000000	21.10000
CARDINAL HEALTH	101.9000000	17.7000000	38.80000
WALGREEN	90.8000000	15.8000000	54.60000
AMERISOURCEBERGEN	74.0800000	12.9000000	67.50000
WAL-MART	29.0500000	5.0600000	72.56000
SMITH DRUG COMPANY	27.6600000	4.8200000	77.38000
CVS	26.3900000	4.5900000	81.97000
ANDA	9.9730000	1.7400000	83.71000
KINRAY	7.4020000	1.2900000	85.00000
MORRIS & DICKSON	6.3560000	1.1100000	86.11000
RITE_AID	5.6390000	0.9820000	87.09200
KROGER	5.5630000	0.9690000	88.06100
N C MUTUAL WHOLESALE DRUG	4.4840000	0.7810000	88.84200
MASTERS PHARMACEUTICAL	3.8400000	0.6690000	89.51100
THRIFTY PAYLESS	3.7630000	0.6550000	90.16600
KAISER	3.6750000	0.6400000	90.80600
OMNICARE DISTRIBUTION CENTER	3.3560000	0.5840000	91.39000
VALUE DRUG	3.0070000	0.5240000	91.91400
ADVANTAGE LOGISTICS	2.7950000	0.4870000	92.40100
ECKERD CORPORATION	2.7030000	0.4710000	92.87200
THE HARVARD DRUG GROUP-MI	2.3250000	0.4050000	93.27700
KEYSOURCE MEDICAL	2.1230000	0.3700000	93.64700
LOUISIANA WHOLESALE DRUG	1.6550000	0.2880000	93.93500
SUNRISE WHOLESALE	1.5040000	0.2620000	94.19700
VALLEY WHOLESALE DRUG	1.4730000	0.2560000	94.45300
SAJ DISTRIBUTORS	1.3320000	0.2320000	94.68500
PUBLIX	1.2640000	0.2200000	94.90500
FRANK W KERR	1.2030000	0.2090000	95.11400
HEB GROCERY COMPANY LP	1.1530000	0.2010000	95.31500
ASSOCIATED PHARMACIES	1.1080000	0.1930000	95.50800
HAR	1.0050000	0.1750000	95.68300
TOP RX	1.0020000	0.1740000	95.85700
NUCARE PHARMACEUTICALS	0.9810000	0.1710000	96.02800
MIAMI-LUKEN	0.9780000	0.1700000	96.19800
QUALITEST PHARMACEUTICALS	0.8340000	0.1450000	96.34300
MC QUEARY BROTHERS	0.7590000	0.1320000	96.47500
ROCHESTER DRUG CO-OPERATIVE	0.7456000	0.1300000	96.60500
PHARMACY BUYING ASSOCIATION	0.7156000	0.1250000	96.73000
QUEST PHARMACEUTICALS	0.7111000	0.1240000	96.85400
AMERICAN DRUG STORES	0.6545000	0.1140000	96.96800
LONGS	0.5990000	0.1040000	97.07200
AMERICAN SALES COMPANY	0.5780000	0.1010000	97.17300
PARAGON ENTERPRISES	0.5455000	0.0950000	97.26800
DAKOTA DRUG	0.5275000	0.0918000	97.35980
ECKERD CORPORATION #6302	0.5060000	0.0881000	97.44790
ECKERD CORPORATION #1999	0.4972000	0.0866000	97.53450
PRESCRIPTION SUPPLY	0.4969000	0.0865000	97.62100
DISPENSING SOLUTIONS	0.4486000	0.0781000	97.69910
BURLINGTON DRUG COMPANY	0.4349000	0.0757000	97.77480
P J C DISTRIBUTOR CO	0.4317000	0.0752000	97.85000
DIK DRUG	0.4291000	0.0747000	97.92470
HY-VEE	0.4243000	0.0739000	97.99860
MEIJER DISTRIBUTION INC #90	0.4239000	0.0738000	98.07240
GENERICS BIDCO I	0.3933000	0.0685000	98.14090
AUBURN PHARMACEUTICAL	0.3665000	0.0638000	98.20470
HBC SERVICE COMPANY	0.3655000	0.0636000	98.26830
ALBERTSON	0.3410000	0.0594000	98.32770
KPH HEALTHCARE SERVICES	0.3300000	0.0575000	98.38520
BELLCO DRUG CORP	0.3267000	0.0569000	98.44210
SOUTHWOOD PHARMACEUTICALS	0.3207000	0.0558000	98.49790
APHENA PHARMA SOLUTIONS-TN	0.2999000	0.0522000	98.55010
WINN DIXIE	0.2912000	0.0507000	98.60080
WAKEFERN FOOD CORPORATION	0.2817000	0.0490000	98.64980
THE HARVARD DRUG GROUP	0.2764000	0.0481000	98.69790
ECKERD CORPORATION #299	0.2744000	0.0478000	98.74570
EXPERT-MED	0.2395000	0.0417000	98.78740
MURFREESBORO PHARMACEUTICAL	0.2346000	0.0408000	98.82820
LIFELINE PHARMACEUTICALS	0.2256000	0.0393000	98.86750
QK HEALTHCARE	0.2220000	0.0386000	98.90610
PD-RX PHARMACEUTICALS	0.2166000	0.0377000	98.94380
CEDARDALE DISTRIBUTORS LLC D/B/A GEN-SOURCE RX	0.2087000	0.0363000	98.98010
DIXON-SHANE	0.2001000	0.0348000	99.01490
BRYANT RANCH PREPACK	0.1959000	0.0341000	99.04900
DISCOUNT DRUG MART	0.1959000	0.0341000	99.08310
DRX PHARMACEUTICAL CONSULTANTS	0.1858000	0.0323000	99.11540
BLOODWORTH WHOLESALE DRUGS	0.1837000	0.0320000	99.14740
DROGUERIA BETANCES	0.1813000	0.0316000	99.17900
DOHMEN DISTRIBUTION PARTNERS	0.1735000	0.0302000	99.20920
HENRY SCHEIN	0.1693000	0.0295000	99.23870
STAT RX USA	0.1667000	0.0290000	99.26770
SCHNUCKS PHARMACY DISTRIBUTION CTR	0.1514000	0.0264000	99.29410
MORRIS & DICKSON CO	0.1438000	0.0250000	99.31910
KING DRUG COMPANY OF FLORENCE	0.1430000	0.0249000	99.34400
ACTAVIS PHARMA	0.1411000	0.0246000	99.36860
LAKE ERIE MEDICAL	0.1339000	0.0233000	99.39190
ALTURA PHARMACEUTICALS	0.1268000	0.0221000	99.41400
MALLINCKRODT	0.1243000	0.0216000	99.43560
HEARTLAND REPACK SERVICES	0.1168000	0.0203000	99.45590
D & K HEALTHCARE RESOURCES	0.1143000	0.0199000	99.47580
WHITE DRUG 61	0.1080000	0.0188000	99.49460
PHYSICIANS TOTAL CARE	0.1047000	0.0182000	99.51280
ALLSCRIPTS	0.1025000	0.0178000	99.53060
AIDAREX PHARMACEUTICALS	0.0841700	0.0147000	99.54530
DIT HEALTHCARE DISTRIBUTIO	0.0837100	0.0146000	99.55990
D& K HEALTHCARE RESOURCES	0.0785100	0.0137000	99.57360
RICHIE PHARMACAL	0.0709100	0.0123000	99.58590
MOORE MEDICAL	0.0652500	0.0114000	99.59730
PHYSICIANS PHARMACEUTICAL CORP	0.0619200	0.0108000	99.60810
RICHIE PHARMACAL CO	0.0588400	0.0102000	99.61830
F DOHMEN	0.0582900	0.0101000	99.62840
H J HARKINS COMPANY	0.0558000	0.0097100	99.63811
GENETCO	0.0540000	0.0094000	99.64751
VALLEY DRUG COMPANY SOUTH	0.0509400	0.0088700	99.65638
MEDSOURCE PHARMACEUTICALS	0.0499900	0.0087000	99.66508
AMNEAL PHARMACEUTICALS OF NEW YORK	0.0485600	0.0084500	99.67353
AMERICAN MEDICAL DISTRIB	0.0474700	0.0082600	99.68179
JM BLANCO	0.0468800	0.0081600	99.68995
MEDICAL ARTS	0.0464400	0.0080900	99.69804
AUBURN PHARMACEUTICAL COMPANY	0.0428300	0.0074600	99.70550
ALMAC CLINICAL SERVICES	0.0422400	0.0073500	99.71285
DIRECT DISPENSING	0.0402600	0.0070100	99.71986
DUANE READE	0.0397600	0.0069200	99.72678
A-S MEDICATION SOLUTIONS	0.0378100	0.0065800	99.73336
DIK DRUG COMPANY	0.0373700	0.0065100	99.73987
CAPITAL WHOLESALE DRUG &	0.0371200	0.0064600	99.74633
ST MARY’S MEDICAL PARK PHCY	0.0350200	0.0061000	99.75243
VALLEY WHOLESALE DRUG CO	0.0347900	0.0060600	99.75849
ANOKA	0.0345800	0.0060200	99.76451
THRIFTY WHITE WAREHOUSE #899	0.0341800	0.0059500	99.77046
WATSON PHARMA	0.0318000	0.0055400	99.77600
REBEL DISTRIBUTORS CORP	0.0308000	0.0053600	99.78136
PREFERRED PHARMACEUTICALS	0.0297200	0.0051700	99.78653
STAT PHARMACEUTICALS	0.0289100	0.0050300	99.79156
FISHER CLINICAL SERVICES	0.0286900	0.0049900	99.79655
KELTMAN PHARMACEUTICALS	0.0282300	0.0049100	99.80146
A F HAUSER	0.0277400	0.0048300	99.80629
BASHAS’ MARKETS	0.0264300	0.0046000	99.81089
HYGEN PHARMACEUTICALS	0.0253200	0.0044100	99.81530
PSS WORLD MEDICAL	0.0247100	0.0043000	99.81960
BORSCHOW HOSPITAL & MED SUPP	0.0228200	0.0039700	99.82357
MWI VETERINARY SUPPLY	0.0225500	0.0039300	99.82750
SUPERIOR MEDICAL SUPPLY	0.0220300	0.0038400	99.83134
SUPRA MEDICAL SUPPLIES CORP	0.0215000	0.0037400	99.83508
DISPENSEXPRESS	0.0210500	0.0036600	99.83874
PROFESSIONAL DRUG	0.0206400	0.0035900	99.84233
PRIORITY HEALTHCARE DISTRIBUTION	0.0196000	0.0034100	99.84574
NULINE PHARMACEUTICALS	0.0185000	0.0032200	99.84896
INSOURCE	0.0159200	0.0027700	99.85173
HAPPY HARRY INCORPORATED	0.0147300	0.0025600	99.85429
DIVERSIFIED HEALTH CARE	0.0146000	0.0025400	99.85683
GENERAL INJECTABLES & VACCINES	0.0145100	0.0025300	99.85936
DOHMEN LIFE SCIENCE SERVICES	0.0143700	0.0025000	99.86186
PHARMACEUTICAL SYSTEMS	0.0139200	0.0024200	99.86428
PATIENT FIRST CORPORATION	0.0138000	0.0024000	99.86668
D&K HEALTHCARE RESOURCES	0.0128100	0.0022300	99.86891
CORE PHARMACEUTICALS	0.0127700	0.0022200	99.87113
AL PHARMA	0.0113500	0.0019800	99.87311
WESLEY PHARMACAL	0.0111900	0.0019500	99.87506
DARBY DENTAL SUPPLY	0.0110200	0.0019200	99.87698
PREPAK SYSTEMS	0.0106300	0.0018500	99.87883
HENRY SCHEIN ANIMAL HEALTH	0.0103200	0.0018000	99.88063
INNOVIANT PHARMACY	0.0100800	0.0017500	99.88238
JJK DISTRIBUTORS	0.0099010	0.0017200	99.88410
BUTLER ANIMAL HEALTH SUPPLY	0.0098820	0.0017200	99.88582
RXCHANGE	0.0097510	0.0017000	99.88752
APACE KY	0.0096850	0.0016900	99.88921
FMC DISTRIBUTORS	0.0085230	0.0014800	99.89069
VITA RX CORP	0.0084660	0.0014700	99.89216
AMERICAN MEDICAL LINK	0.0082930	0.0014400	99.89360
SEACOAST MEDICAL	0.0080530	0.0014000	99.89500
M W I VETERINARY SUPPLY	0.0076730	0.0013400	99.89634
HAWTHORN PHARMACEUTICALS	0.0074050	0.0012900	99.89763
SAFE PREP INTERNATIONAL	0.0071100	0.0012400	99.89887
ASD SPECIALTY HEALTHCARE	0.0069360	0.0012100	99.90008
DIAMOND PHARMACY SERVICES	0.0068660	0.0012000	99.90128
MOHAWK	0.0068450	0.0011900	99.90247
PRICE CHOPPER OPERATING CO	0.0067730	0.0011800	99.90365
FAMILYMEDS	0.0067590	0.0011800	99.90483
CESAR CASTILLO	0.0067160	0.0011700	99.90600
LIVING WELL PHARMACY	0.0063400	0.0011000	99.90710
JEWETT DRUG COMPANY SUB OF	0.0061240	0.0010700	99.90817
VISTAPHARM	0.0060870	0.0010600	99.90923
REDPHARM DRUG	0.0060340	0.0010500	99.91028
SOUTH POINTE WHOLESALE	0.0060250	0.0010500	99.91133
KERR DRUG	0.0058820	0.0010200	99.91235
LABELCLICK	0.0055960	0.0009740	99.91332
ASCLEMED USA	0.0053860	0.0009380	99.91426
AXISCARE HEALTH LOGISTICS	0.0052810	0.0009190	99.91518
OMEGA 2000	0.0052430	0.0009130	99.91609
NORTHWIND PHARMACEUTICALS	0.0051660	0.0008990	99.91699
PATTERSON LOGISTICS SERVICES	0.0050710	0.0008830	99.91788
HSB VETERINARY SUPPLIES	0.0047210	0.0008220	99.91870
SANDHILLS PACKAGING	0.0047140	0.0008210	99.91952
PATTERSON VETERINARY SUPPLY	0.0047020	0.0008190	99.92034
SUN PHARMACEUTICAL INDUSTRIES	0.0046310	0.0008060	99.92114
RDC	0.0046080	0.0008020	99.92195
UPS SUPPLY CHAIN	0.0045180	0.0007870	99.92273
PRESCRIPT PHARMACEUTICALS	0.0042500	0.0007400	99.92347
BLENHEIM PHARMACAL	0.0042200	0.0007350	99.92421
APOTHECA	0.0042080	0.0007330	99.92494
AMERICAN HEALTH SERVICE SALES	0.0041240	0.0007180	99.92566
MED-HEALTH PHARMACEUTICAL PRODUCTS	0.0039760	0.0006920	99.92635
PALMETTO STATE PHARMA	0.0039620	0.0006900	99.92704
ATTAIN MED	0.0039380	0.0006860	99.92773
CALIGOR RX	0.0037930	0.0006600	99.92839
MASTERS SPECIALITY PHARMA	0.0036400	0.0006340	99.92902
WALSH DISTRIBUTION	0.0036170	0.0006300	99.92965
GOLDEN STATE MEDICAL SUPPLY	0.0035390	0.0006160	99.93027
ALLEN DICKSON	0.0033690	0.0005870	99.93085
MEDPOINT	0.0032910	0.0005730	99.93143
PHARMEDIX	0.0032910	0.0005730	99.93200
4UORTHO	0.0031310	0.0005450	99.93255
VICTOR INSTRUMENTS	0.0031060	0.0005410	99.93309
MODERN MEDICAL PRODUCTS	0.0030910	0.0005380	99.93362
DEPT OF HEALTH WAREHOUSE	0.0029860	0.0005200	99.93414
DRUGS UNLIMITED	0.0029040	0.0005060	99.93465
TEVA PHARMACEUTICALS USA	0.0027120	0.0004720	99.93512
PHYSICIAN SUPPLY COMPANY	0.0027090	0.0004720	99.93559
ATLANTIC BIOLOGICALS	0.0025740	0.0004480	99.93604
MIDWEST VETERINARY SUPPLY	0.0025620	0.0004460	99.93649
THE CLINIC PHARMACY	0.0024900	0.0004340	99.93692
AMATHEON	0.0024300	0.0004230	99.93734
RIVER CITY PHARMACEUTICAL DISTRIBUTION	0.0024020	0.0004180	99.93776
PATIENT FIRST AND PATIENT FIRST OF NEW JERSEY	0.0024010	0.0004180	99.93818
PROFESSIONAL VET PRODUCTS	0.0023730	0.0004130	99.93859
SAFECOR HEALTH	0.0022040	0.0003840	99.93898
H C PHARMACY CENTRAL	0.0021650	0.0003770	99.93936
WRASER PHARMACEUTICALS	0.0021310	0.0003710	99.93973
ALLIED MEDICAL SUPPLY	0.0019080	0.0003320	99.94006
NATIONAL LOGISTICS SERVICES	0.0018710	0.0003260	99.94038
ASHCO PHARMACEUTICALS	0.0018120	0.0003150	99.94070
TAYLOR CREEK PHARMACAL	0.0017420	0.0003030	99.94100
COLUMBUS SERUM	0.0017050	0.0002970	99.94130
HPSRX ENTERPRISES	0.0016100	0.0002800	99.94158
BELLEGROVE MEDICAL SUPPLY	0.0015750	0.0002740	99.94185
PRESCRIPTION CONTAINERS	0.0015620	0.0002720	99.94213
BENCO DENTAL SUPPLY	0.0014980	0.0002610	99.94239
DISCOUNT GENERICS & BRANDS	0.0014740	0.0002570	99.94264
PHARMACORR	0.0014500	0.0002520	99.94289
D-V MEDICAL SUPPLY	0.0014430	0.0002510	99.94315
WESTERN MEDICAL SUPPLY	0.0014390	0.0002510	99.94340
JOHNSON RX	0.0014380	0.0002500	99.94365
PENN VETERINARY SUPPLY	0.0013930	0.0002430	99.94389
DRUG VALET	0.0013660	0.0002380	99.94413
MERIT HLTHCARE INTERNATIONAL	0.0013160	0.0002290	99.94436
MATRIX	0.0013120	0.0002280	99.94459
PROFESSIONAL VETERINARY	0.0012350	0.0002150	99.94480
METRO MEDICAL SUPPLY	0.0011740	0.0002040	99.94500
D & H WHOLESALE MEDICAL	0.0011290	0.0001970	99.94520
QUALITY RESEARCH PHARMACEUTIC	0.0010730	0.0001870	99.94539
PHARMPAK	0.0009954	0.0001730	99.94556
JOM PHARMACEUTICAL SERVICES	0.0009818	0.0001710	99.94573
AMERICAN VETERINARY SUPPLY CORP	0.0009695	0.0001690	99.94590
TYA PHARMACEUTICALS	0.0009607	0.0001670	99.94607
PRIME MEDICAL CARE	0.0008423	0.0001470	99.94621
PHARMACY SERVICE CTR DISTR	0.0008150	0.0001420	99.94636
PURDUE PHARMACEUTICALS LP	0.0008136	0.0001420	99.94650
HALS MED DENT SUPPLY CO	0.0007908	0.0001380	99.94664
R & S SALES	0.0007795	0.0001360	99.94677
PURDUE PHARMACEUTICALS L P	0.0007737	0.0001350	99.94691
TRI-POINT RX	0.0007571	0.0001320	99.94704
JUST IN TIME MEDS	0.0007120	0.0001240	99.94716
RAINBOW GOLD	0.0006811	0.0001190	99.94728
MERRITT VETERINARY SUPPLIES	0.0006078	0.0001060	99.94739
RINOR CORPORATION	0.0006026	0.0001050	99.94749
WEBSTER VETERINARY SUPPLY	0.0005797	0.0001010	99.94760
PRIORITY HEALTHCARE DISTRIBUTION	0.0005712	0.0000994	99.94769
PALLIRX	0.0005378	0.0000936	99.94779
UNIVERSAL MARINE MED SUPPLY	0.0005362	0.0000934	99.94788
EMED MEDICAL COMPANY	0.0005249	0.0000914	99.94797
CSC SOUTH	0.0005238	0.0000912	99.94806
THE COGHLAN GROUP	0.0004886	0.0000851	99.94815
NATIONWIDE MEDICAL/SURGICAL	0.0004541	0.0000791	99.94823
INTERMED DISTRIBUTORS	0.0004462	0.0000777	99.94831
QUANTUM COMMERCE	0.0004413	0.0000768	99.94838
BECK-LEE	0.0004370	0.0000761	99.94846
INTERPHARM	0.0004359	0.0000759	99.94853
CALIGOR PHYSICIANS & HOSPITAL	0.0004239	0.0000738	99.94861
SAVMART PHARMACEUTICAL	0.0003965	0.0000690	99.94868
HOWARD MEDICAL COMPANY	0.0003879	0.0000675	99.94875
MCGUFF COMPANY	0.0003731	0.0000650	99.94881
SOUTHERN ANESTHESIA & SURGICAL	0.0003715	0.0000647	99.94887
DMS PHARMACEUTICAL GROUP	0.0003307	0.0000576	99.94893
CONTROLLED HEALTHCARE L L C	0.0003281	0.0000571	99.94899
TW MEDICAL	0.0003048	0.0000531	99.94904
OMEGA PHARMACY	0.0002941	0.0000512	99.94909
SADDLE RIVER MARKETING	0.0002835	0.0000494	99.94914
CT INTERNATIONAL	0.0002690	0.0000468	99.94919
EVERETT LABORATORIES	0.0002686	0.0000468	99.94924
NATIONAL LOGISTICS SERV	0.0002621	0.0000456	99.94928
JOSE FERRARI	0.0002602	0.0000453	99.94933
APEX PHARMACEUTICALS	0.0002346	0.0000408	99.94937
PRIORITY HEALTHCARE	0.0002332	0.0000406	99.94941
QUANTUM PHARMACEUTICAL SUPPLY & SERVICES	0.0002222	0.0000387	99.94945
R WEINSTEIN PHARMACEUTICALS	0.0002217	0.0000386	99.94949
BUFORD ROAD WHOLESALE	0.0002048	0.0000357	99.94952
ALLPHARM	0.0001851	0.0000322	99.94955
GOODWIN DRUG	0.0001761	0.0000307	99.94958
CATALENT CTS	0.0001749	0.0000304	99.94962
CALIGOR PHYS & HOSP SUPP CORP	0.0001642	0.0000286	99.94964
BURKE HORTON INC D/B/A THE RX EXCHANGE	0.0001588	0.0000276	99.94967
EDWARDS PHARMACEUTICALS	0.0001571	0.0000274	99.94970
P M C MARKETING CORP	0.0001489	0.0000259	99.94972
APHENA PHARMA SOLUTIONS KENTUCKY	0.0001453	0.0000253	99.94975
BONITA PHARMACEUTICALS	0.0001441	0.0000251	99.94978
ASSOCIATED MEDICAL SUPPLY	0.0001362	0.0000237	99.94980
PREMIUM HEALTH SERVICES	0.0001211	0.0000211	99.94982
TRIMED_MEDICAL WHOLESALER	0.0001200	0.0000209	99.94984
ANIMAL HEALTH INTERNATIONAL	0.0001153	0.0000201	99.94986
ENCLARA PHARMACIA WHOLESALE	0.0001153	0.0000201	99.94988
MILLER VETERINARY SUPPLY CO	0.0001090	0.0000190	99.94990
HERITAGE THERMAL SERVICES	0.0001004	0.0000175	99.94992
RED PARROT DISTRIBUTION	0.0000978	0.0000170	99.94993
WEST INTERNATIONAL MEDICAL SUPPLIES	0.0000914	0.0000159	99.94995
ALCAMI CAROLINAS CORPORATION	0.0000828	0.0000144	99.94996
COAST LABORATORIES	0.0000817	0.0000142	99.94998
PHOENIX MARKETING GROUP	0.0000784	0.0000136	99.94999
MEDICAL PURCHASING SOLUTIONS	0.0000774	0.0000135	99.95001
ORION MEDICAL SUPPLY	0.0000749	0.0000130	99.95002
UW HEALTH PHARMACY SERVICES	0.0000723	0.0000126	99.95003
CAPITAL RETURNS	0.0000674	0.0000117	99.95004
VERTICAL SOURCE PHARMA	0.0000670	0.0000117	99.95006
PHOENIX PHARMACEUTICAL	0.0000627	0.0000109	99.95007
US ONCOLOGY SPECIALTY LP	0.0000587	0.0000102	99.95008
BUTLER SCHEIN ANIMAL HEALTH SUPPLY	0.0000569	0.0000099	99.95009
ACE SURGICAL SUPPLY CO	0.0000556	0.0000097	99.95010
PRIORITY HEALTHCARE DIST	0.0000546	0.0000095	99.95011
AMERIDRUGS	0.0000530	0.0000092	99.95011
TOTAL RETURNS	0.0000528	0.0000092	99.95012
BELL MEDICAL SERVICES	0.0000524	0.0000091	99.95013
PHARMALINK	0.0000496	0.0000086	99.95014
LAKE ERIE MEDICAL SURG SUPPLY	0.0000484	0.0000084	99.95015
VETESSA PHARMACEUTICAL	0.0000474	0.0000082	99.95016
EYE CARE AND CURE CORPORATION	0.0000472	0.0000082	99.95017
VINDEX PHARMACEUTICALS	0.0000462	0.0000080	99.95017
DVM RESOURCES	0.0000457	0.0000080	99.95018
TRUMP WHOLESALE PHARMACEUTICAL	0.0000453	0.0000079	99.95019
PHARMAX	0.0000451	0.0000078	99.95020
PHARMA MATE INC DBA RETURN	0.0000437	0.0000076	99.95021
PHARMACEUTICS	0.0000422	0.0000074	99.95021
LANNETT COMPANY	0.0000394	0.0000068	99.95022
THE RX EXCHANGE	0.0000390	0.0000068	99.95023
MICHIGAN RX BROKERAGE	0.0000365	0.0000064	99.95023
AMERICAN MEDICINE	0.0000357	0.0000062	99.95024
DVM-RESOURCES	0.0000342	0.0000060	99.95025
ADVANCED RX RETURNS	0.0000339	0.0000059	99.95025
EDWARDS MEDICAL SUPPLY	0.0000332	0.0000058	99.95026
ALLIANCE WHOLESALE DISTRIB	0.0000322	0.0000056	99.95026
WINDY HILL DISTRIBUTION	0.0000300	0.0000052	99.95027
PHARMACY RETURNS LOGISTICS	0.0000285	0.0000050	99.95027
NEW ENGLAND MEDICAL SUPPLY	0.0000276	0.0000048	99.95028
STAT RX USA - MCDANIEL	0.0000275	0.0000048	99.95028
MYODERM MEDICAL SUPPLY	0.0000273	0.0000048	99.95029
CORNELL SURGICAL	0.0000249	0.0000043	99.95029
FMC DISTRIBUTORS OF NEVADA	0.0000227	0.0000040	99.95030
MAGNA PHARMACEUTICALS	0.0000194	0.0000034	99.95030
COUPLER ENTERPRISES	0.0000184	0.0000032	99.95030
PHARMA-SAFE	0.0000180	0.0000031	99.95031
IVESCO	0.0000178	0.0000031	99.95031
PHARMAKOP	0.0000174	0.0000030	99.95031
RALLY	0.0000171	0.0000030	99.95031
CSC HIGH PLAINS	0.0000160	0.0000028	99.95032
PHARMACY MEDICAL SOLUTIONS	0.0000147	0.0000026	99.95032
G MEDICAL D/BA/ PHARMACEUTICS	0.0000145	0.0000025	99.95032
CATALENT PHARMA SOLUTIONS	0.0000141	0.0000025	99.95032
KING PHARMACEUTICALS	0.0000130	0.0000023	99.95033
KVK-TECH	0.0000126	0.0000022	99.95033
FORMULATION TECHNOLOGIES	0.0000098	0.0000017	99.95033
CENTRO MEDICO DE PUERTO RI	0.0000094	0.0000016	99.95033
BARON HEALTH RESOURCES	0.0000091	0.0000016	99.95033
HANNA’S PHARMAC SUPPLY	0.0000090	0.0000016	99.95034
NYS DEPT OF CORRECTIONAL SVS	0.0000090	0.0000016	99.95034
UNITOR SHIPS SERVICE	0.0000087	0.0000015	99.95034
ORTHOMEDS	0.0000084	0.0000015	99.95034
ALLEGIS PHARMACEUTICALS	0.0000081	0.0000014	99.95034
RED X MEDICAL	0.0000076	0.0000013	99.95034
WILLOW BIRCH PHARMA	0.0000067	0.0000012	99.95034
HARBIN CLINIC	0.0000063	0.0000011	99.95035
PRIME RX	0.0000061	0.0000011	99.95035
VET PHARM	0.0000058	0.0000010	99.95035
BOEHRINGER INGELHEIM ROXANE	0.0000054	0.0000009	99.95035
CENTER MEDICAL SUPPLY	0.0000053	0.0000009	99.95035
ECR PHARMACEUTICALS CO	0.0000048	0.0000008	99.95035
FOREST PHARMACEUTICALS	0.0000045	0.0000008	99.95035
PRICE AND NOVELTIES	0.0000045	0.0000008	99.95035
UNIT DOSE SOLUTIONS	0.0000040	0.0000007	99.95035
TWO RIVERS MEDICAL	0.0000036	0.0000006	99.95035
RICHMARK MEDICAL SUPPLY	0.0000035	0.0000006	99.95035
FRUTH	0.0000033	0.0000006	99.95035
RETURN SOLUTIONS	0.0000031	0.0000005	99.95035
KERN SURGICAL SUPPLY	0.0000030	0.0000005	99.95036
SSM HEALTH MEDICATION PURCHASING	0.0000030	0.0000005	99.95036
BOUND TREE MEDICAL	0.0000027	0.0000005	99.95036
ALPHAGEN LABORATORIES	0.0000023	0.0000004	99.95036
WHOLESALERS GROUP	0.0000023	0.0000004	99.95036
MIDWEST MEDICAL SUPPLY	0.0000023	0.0000004	99.95036
BLUE RIDGE MEDICAL	0.0000022	0.0000004	99.95036
NORTHLAND VETERINARY SUPPLY	0.0000021	0.0000004	99.95036
WALL MEDICAL	0.0000020	0.0000003	99.95036
CEPHALON	0.0000018	0.0000003	99.95036
NATIONAL PHARMACEUTICAL	0.0000017	0.0000003	99.95036
QUIQ	0.0000014	0.0000002	99.95036
E Z PHARMACY RETURNS	0.0000014	0.0000002	99.95036
POC PHARMACY SOLUTIONS	0.0000013	0.0000002	99.95036
GREAT WESTERN	0.0000012	0.0000002	99.95036
HAWAII MEGA-COR	0.0000012	0.0000002	99.95036
NORMED	0.0000012	0.0000002	99.95036
MEDICAL CENTER PHARMACY	0.0000009	0.0000002	99.95036
OCEAN MEDICAL	0.0000009	0.0000002	99.95036
PARK SURGICAL COMPANY	0.0000009	0.0000002	99.95036
PREFERRED MEDSURG	0.0000007	0.0000001	99.95036
SAINT ELIZABETHS HOSPITAL	0.0000007	0.0000001	99.95036
RETURNS	0.0000007	0.0000001	99.95036
BOCA PHARMACAL	0.0000006	0.0000001	99.95036
BROOKSHIRE GROCERY COMPANY	0.0000006	0.0000001	99.95036
ACTAVIS TOTOWA	0.0000005	0.0000001	99.95036
AMNEAL PHARMACEUTICALS	0.0000005	0.0000001	99.95036
SOUTHERN MEDICAL LASERS DBA SML MEDICAL SALES	0.0000005	0.0000001	99.95036
AMBULATORY MEDICAL ASSOCIATES P	0.0000004	0.0000001	99.95036
ETHEX CORP	0.0000004	0.0000001	99.95036
INTEGRATED COMMERCIALIZATION SOLUTIONS	0.0000004	0.0000001	99.95036
SAVOY MEDICAL SUPPLY COMPANY	0.0000004	0.0000001	99.95036
SUNBELT MEDICAL SUPPLY	0.0000004	0.0000001	99.95036
US COMPOUNDING	0.0000004	0.0000001	99.95036
ARK BUSINESS SERVICES	0.0000004	0.0000001	99.95036
GAVIS PHARMACEUTICALS	0.0000003	0.0000001	99.95036
PHARMACEUTICAL RETURNS SERV	0.0000003	0.0000001	99.95036
PHARMED GROUP CORP	0.0000003	0.0000001	99.95036
REMEDYREPACK	0.0000002	0.0000000	99.95036
MIKART	0.0000002	0.0000000	99.95036
ALASKA NATIVE TRIBAL HEALTH	0.0000001	0.0000000	99.95036
PHARMACAL COMPANY	0.0000001	0.0000000	99.95036
ALEXANDER INFUSION	0.0000000	0.0000000	99.95036
NOVARTIS CONSUMER HEALTH	0.0000000	0.0000000	99.95036

The Top Reporter, MCKESSON CORPORATION shipped over a billion times more opioids by weight than the smallest REPORTER. To give perspective, the median dose of Opioids is 7.5 mg (the mean is about 11 mg), so the 574 tonnes represents about 87030 million pills.

TOTAL OPIOID SHIPMENTS GRAPH

ggplot(top_reporter_data %>% slice(1:20), aes(x = reorder(CONSOL_REPORTER_NAME, REPORTER_TOTAL_TONNE), y = REPORTER_TOTAL_TONNE)) +
  geom_col(fill = "bisque", color = "tomato", width = 0.6) +
  theme_economist() + 
  coord_flip() +
  labs(title = "TOTAL REPORTED OPIOID SHIPMENTS", subtitle = "In Tonnes of Morphine Equivalence from 2006 to 2012", x = "REPORTER", y = "TOTAL OPIOID SHIPMENTS REPORTED (TONNE)")

### MEAN SHIPMENTS SIZE

Compute mean shipment per reporter. They vary considerably considerably, by almost a factor of eight.

mean_shipments <- summary_data %>%
  group_by(CONSOL_REPORTER_NAME) %>%
  filter(CONSOL_REPORTER_NAME %in% top_reporters) %>%
  summarize(MEAN_GM = mean(TOTAL_WT_IN_GM), SD_GM = sd(TOTAL_WT_IN_GM)) %>%
  mutate(REL_ST_DEV = SD_GM/MEAN_GM) %>%
  yo


ggplot(mean_shipments, aes(x = reorder(CONSOL_REPORTER_NAME, MEAN_GM), y = MEAN_GM)) +
  geom_col(fill = "bisque", color = "tomato", width = 0.6, position = "dodge") +
  theme_economist() + 
  coord_flip() +
  labs(title = "MEAN OPIOID SHIPMENT in grams", subtitle = "2006 to 2012", x = "REPORTER", y = "OPIOID SHIPMENT SIZE IN MORPHINE EQUIVALENT GRAMs") +
  theme()

CO-EFFICIENT OF VARIATION

The standard deviations of the shipments don’t follow the same pattern and vary by a facgtor of ten!

ggplot(mean_shipments, aes(x = reorder(CONSOL_REPORTER_NAME, MEAN_GM), y = REL_ST_DEV)) +
  geom_col(fill = "bisque", color = "tomato", width = 0.6, position = "dodge") +
  #geom_point(pch = 21, fill = "bisque", color = "tomato", size = 3) +
  theme_economist() + 
  coord_flip() +
  labs(title = "Variation of Opioid Shipments", subtitle = "Major Reporters 2006 to 2012", x = "REPORTER", y = "Relative Standard Deviation") +
  theme()

This difference in the relative standard deviations suggests observable differences in shipping patterns.

ELEPHANT SHIPMENTS

One ovbious think to look for is unusually large shipments. We might expect Companies like McKesson and Anda to have more of these given the analysis above.

DEFINITION

Before we get started, let’s define “Elephant Shipments” as extraordinarly large shipments between a specific reporter and a buyer.

One way to look for Elephant Shipments is to compute statistics for all shipments between REPORTER and BUYER pairs and looks for outliers in the distribution. (There are other ways to do this, such as compute the mean shipment size for each buyer and look for deviations, which I have not looked in to). To do this we’ll compute the mean, standard deviation, and z-score for each Reporter-Buyer pair on a month by month basis.

SHIPMENT MEANS AND Z-SCORES

Computing z-scores for Reporter-Buyer pairs on a monthly basis using pretty standard methods. For later analysis, also convert the separate month and year data into a usable date. Pick the 13th as a representative day.

summary_data2 <- summary_data %>%
  group_by(CONSOL_REPORTER_NAME, CONSOL_BUYER_NAME) %>%
  mutate(R_B_total = sum(TOTAL_WT_IN_GM)) %>%
  mutate(R_B_mean = mean(TOTAL_WT_IN_GM)) %>%
  mutate(R_B_median = median(TOTAL_WT_IN_GM)) %>%
  mutate(R_B_sd = sd(TOTAL_WT_IN_GM) ) %>%
  mutate(R_B_z = (TOTAL_WT_IN_GM - R_B_mean)/R_B_sd) %>%
  ungroup() %>%
  #mutate(MONTH = ifelse((MONTH %>% str_length())==2, MONTH, str_c("0", MONTH))) %>%
  #mutate(text_date = str_c(YEAR,"/",MONTH,"/", "13") )%>%
  #mutate(date = ymd(text_date)) %>%
  yo

PLOT OF MEANS

Here’s the distribution of means. I cut off the distritionn at 100 grams

plot_d <- summary_data2 %>% select(CONSOL_REPORTER_NAME, TOTAL_WT_IN_GM, R_B_mean, date) %>% filter(
  CONSOL_REPORTER_NAME %in% top_reporters) %>%
  complete()


ggplot(plot_d %>% filter(R_B_mean < 300), aes(x = R_B_mean, y = ..ndensity..)) + geom_histogram(bins = 77, fill = "bisque" , color = "tomato" ) + theme_economist()  + facet_wrap(. ~ CONSOL_REPORTER_NAME, ncol = 2 )+ 
  labs (title="MONTHLY MEAN REPORTER TO BUYERS", subtitle = "data shown for shipments 200 grams and below", x = "Morphine Equivalent Grams")

WALGREEN SPIKE?

A quick inspection of the data reveals these appear to be shipments from a few major major distribution centers.

summary_data2 %>%
  filter(REPORTER_NAME == "WALGREEN") %>%
  filter(TOTAL_WT_IN_GM >180 & TOTAL_WT_IN_GM < 190) %>%
  sample_n(300) %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = T, position = "center") %>%
  row_spec(0, angle = 0, align = 'c', bold = F, color = "white", background = "#17367E") %>%
  kable_styling(font_size = 8) %>%
  scroll_box(width = "700px", height = "200px") %>%
  yo

REPORTER_STATE	REPORTER_NAME	REPORTER_CITY	BUYER_STATE	BUYER_NAME	BUYER_CITY	MONTH	YEAR	TOTAL_WT_IN_GM	CONSOL_REPORTER_NAME	CONSOL_BUYER_NAME	text_date	date	R_B_total	R_B_mean	R_B_median	R_B_sd	R_B_z
OH	WALGREEN	PERRYSBURG	NY	WALGREEN EASTERN CO	AMHERST	09	2012	184.4549	WALGREEN	WALGREEN	2012-09-13	2012-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0120846
CA	WALGREEN	MORENO VALLEY	AZ	WALGREEN ARIZONA DRUG	AVONDALE	11	2006	189.1875	WALGREEN	WALGREEN	2006-11-13	2006-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0025495
FL	WALGREEN	ORLANDO	FL	WALGREEN	DEFUNIAK SPRINGS	05	2011	187.9767	WALGREEN	WALGREEN	2011-05-13	2011-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0049890
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	ALLEN	08	2007	186.3118	WALGREEN	WALGREEN	2007-08-13	2007-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0083432
CA	WALGREEN	MORENO VALLEY	CA	WALGREEN	VAN NUYS	09	2009	182.6795	WALGREEN	WALGREEN	2009-09-13	2009-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0156616
FL	WALGREEN	JUPITER	NC	WALGREEN	THOMASVILLE	06	2011	186.6961	WALGREEN	WALGREEN	2011-06-13	2011-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0075690
OH	WALGREEN	PERRYSBURG	OH	WALGREEN	WILLOWICK	10	2012	183.9812	WALGREEN	WALGREEN	2012-10-13	2012-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0130389
SC	WALGREEN	WILLIAMSTON	GA	WALGREEN	ATLANTA	09	2008	186.6146	WALGREEN	WALGREEN	2008-09-13	2008-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0077334
OH	WALGREEN	PERRYSBURG	KY	WALGREEN	LOUISIVILLE	08	2011	187.3685	WALGREEN	WALGREEN	2011-08-13	2011-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0062143
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	PORTER	12	2006	187.8253	WALGREEN	WALGREEN	2006-12-13	2006-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0052939
OH	WALGREEN	PERRYSBURG	IN	WALGREEN	SEYMOUR	07	2008	181.2817	WALGREEN	WALGREEN	2008-07-13	2008-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0184778
OH	WALGREEN	PERRYSBURG	OH	WALGREEN	BEDFORD	08	2011	181.6704	WALGREEN	WALGREEN	2011-08-13	2011-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0176947
CA	WALGREEN	WOODLAND	CO	WALGREEN	PARKER	05	2006	187.5030	WALGREEN	WALGREEN	2006-05-13	2006-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0059434
FL	WALGREEN	JUPITER	NJ	DRUG FAIR OF FREEHOLD	FREEHOLD	05	2009	182.8412	WALGREEN	DRUG FAIR OF FREEHOLD	2009-05-13	2009-05-13	219.1652	73.05506	35.41590	96.63043	1.1361443
SC	WALGREEN	WILLIAMSTON	TN	WALGREEN	ALCOA	07	2012	184.3443	WALGREEN	WALGREEN	2012-07-13	2012-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0123074
OH	WALGREEN	PERRYSBURG	NY	WALGREEN EASTERN CO	NIAGARA FALLS	07	2010	183.7377	WALGREEN	WALGREEN	2010-07-13	2010-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0135296
OH	WALGREEN	PERRYSBURG	IL	WALGREEN	CHAMPAIGN	11	2012	186.6961	WALGREEN	WALGREEN	2012-11-13	2012-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0075690
FL	WALGREEN	JUPITER	TN	WALGREEN	CLARKSVILLE	01	2009	184.2308	WALGREEN	WALGREEN	2009-01-13	2009-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0125361
OH	WALGREEN	PERRYSBURG	OH	WALGREEN	MENTOR	04	2007	186.0648	WALGREEN	WALGREEN	2007-04-13	2007-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0088410
TX	WALGREEN	WAXAHACHIE	AR	WALGREEN	ROGERS	10	2008	183.5875	WALGREEN	WALGREEN	2008-10-13	2008-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0138320
IL	WALGREEN	MOUNT VERNON	IL	WALGREEN	JERSEYVILLE	06	2010	186.0092	WALGREEN	WALGREEN	2010-06-13	2010-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0089531
WI	WALGREEN	WINDSOR	WI	WALGREEN	EAU CLAIRE	04	2010	185.1010	WALGREEN	WALGREEN	2010-04-13	2010-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0107827
CA	WALGREEN	WOODLAND	ID	WALGREEN	AMMON	02	2008	187.2697	WALGREEN	WALGREEN	2008-02-13	2008-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0064134
TX	WALGREEN	WAXAHACHIE	MS	WALGREEN	PETAL	08	2011	180.4092	WALGREEN	WALGREEN	2011-08-13	2011-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0202356
FL	WALGREEN	JUPITER	WI	WALGREEN	MEQUON	07	2006	188.2650	WALGREEN	WALGREEN	2006-07-13	2006-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0044081
FL	WALGREEN	JUPITER	FL	WALGREEN	HERNANDO	04	2012	189.9018	WALGREEN	WALGREEN	2012-04-13	2012-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0011103
FL	WALGREEN	JUPITER	TX	WALGREEN	NORTH RICHLAND HILLS	11	2010	181.0930	WALGREEN	WALGREEN	2010-11-13	2010-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0188579
OH	WALGREEN	PERRYSBURG	MI	WALGREEN	NEW BALTIMORE	03	2011	187.9600	WALGREEN	WALGREEN	2011-03-13	2011-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0050226
CA	WALGREEN	WOODLAND	CA	WALGREEN	VISTA	10	2006	188.0409	WALGREEN	WALGREEN	2006-10-13	2006-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0048597
IL	WALGREEN	MOUNT VERNON	MO	WALGREEN	ARNOLD	10	2007	186.0092	WALGREEN	WALGREEN	2007-10-13	2007-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0089531
WI	WALGREEN	WINDSOR	MN	WALGREEN	COON RAPIDS	08	2011	186.3118	WALGREEN	WALGREEN	2011-08-13	2011-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0083432
IL	WALGREEN	MOUNT VERNON	IN	WALGREEN	PRINCETON	02	2012	180.4092	WALGREEN	WALGREEN	2012-02-13	2012-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0202356
IL	WALGREEN	MOUNT VERNON	AR	WALGREEN	JONESBORO	11	2006	182.8308	WALGREEN	WALGREEN	2006-11-13	2006-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0153567
OH	WALGREEN	PERRYSBURG	MO	WALGREEN	NIXA	10	2012	185.1273	WALGREEN	WALGREEN	2012-10-13	2012-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0107299
OH	WALGREEN	PERRYSBURG	NJ	HAPPY HARRY’S	PENNSVILLE	04	2007	185.1273	WALGREEN	HAPPY HARRY’S	2007-04-13	2007-04-13	1265511.0918	219.32601	69.01560	404.30726	-0.0845861
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	SAN MARCOS	05	2009	184.4957	WALGREEN	WALGREEN	2009-05-13	2009-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0120024
IL	WALGREEN	MOUNT VERNON	MO	WALGREEN	ST PETERS	03	2008	185.5551	WALGREEN	WALGREEN	2008-03-13	2008-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0098679
OH	WALGREEN	PERRYSBURG	NY	WALGREEN EASTERN CO	GLENS FALLS	12	2011	183.5584	WALGREEN	WALGREEN	2011-12-13	2011-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0138908
FL	WALGREEN	JUPITER	TN	WALGREEN	MURFREESBORO	05	2008	188.0409	WALGREEN	WALGREEN	2008-05-13	2008-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0048597
OH	WALGREEN	PERRYSBURG	MI	WALGREEN	SAULT STE MARIE	06	2012	184.3461	WALGREEN	WALGREEN	2012-06-13	2012-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0123038
CA	WALGREEN	WOODLAND	CA	WALGREEN	CONCORD	02	2009	188.2115	WALGREEN	WALGREEN	2009-02-13	2009-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0045160
OH	WALGREEN	PERRYSBURG	MN	WALGREEN	EAGAN	03	2008	183.6518	WALGREEN	WALGREEN	2008-03-13	2008-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0137025
OH	WALGREEN	PERRYSBURG	TN	WALGREEN	SEYMOUR	10	2009	180.8689	WALGREEN	WALGREEN	2009-10-13	2009-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0193095
WI	WALGREEN	WINDSOR	IL	WALGREEN	NORRIDGE	09	2010	185.4038	WALGREEN	WALGREEN	2010-09-13	2010-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0101728
FL	WALGREEN	JUPITER	NC	WALGREEN	JACKSONVILLE	03	2008	181.4376	WALGREEN	WALGREEN	2008-03-13	2008-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0181637
OH	WALGREEN	PERRYSBURG	KS	WALGREEN	KANSAS CITY	12	2007	189.4072	WALGREEN	WALGREEN	2007-12-13	2007-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0021068
FL	WALGREEN	JUPITER	OH	WALGREEN	SOUTH EUCLID	05	2006	189.6994	WALGREEN	WALGREEN	2006-05-13	2006-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0015181
OH	WALGREEN	PERRYSBURG	TN	WALGREEN	CROSSVILLE	06	2009	183.1101	WALGREEN	WALGREEN	2009-06-13	2009-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0147939
OH	WALGREEN	PERRYSBURG	NJ	WALGREEN EASTERN CO	OAKLAND	05	2011	186.4720	WALGREEN	WALGREEN	2011-05-13	2011-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0080206
FL	WALGREEN	JUPITER	FL	WALGREEN	MIRAMAR	05	2008	187.3188	WALGREEN	WALGREEN	2008-05-13	2008-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0063145
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	MANSFIELD	04	2009	189.7929	WALGREEN	WALGREEN	2009-04-13	2009-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0013298
FL	WALGREEN	JUPITER	ME	WALGREEN EASTERN CO	NORWAY	01	2012	181.9895	WALGREEN	WALGREEN	2012-01-13	2012-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0170517
OH	WALGREEN	PERRYSBURG	IN	WALGREEN	JASPER	03	2007	180.9942	WALGREEN	WALGREEN	2007-03-13	2007-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0190570
WI	WALGREEN	WINDSOR	WI	WALGREEN	EAU CLAIRE	06	2008	183.4362	WALGREEN	WALGREEN	2008-06-13	2008-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0141370
FL	WALGREEN	ORLANDO	FL	WALGREEN	MIDDLEBURG	03	2009	186.1605	WALGREEN	WALGREEN	2009-03-13	2009-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0086482
OH	WALGREEN	PERRYSBURG	MA	WALGREEN EASTERN CO	LUDLOW	07	2011	185.3514	WALGREEN	WALGREEN	2011-07-13	2011-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0102783
FL	WALGREEN	JUPITER	NC	WALGREEN	WILSON	08	2008	181.9895	WALGREEN	WALGREEN	2008-08-13	2008-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0170517
CA	WALGREEN	MORENO VALLEY	CA	WALGREEN	CORONA	04	2007	181.6200	WALGREEN	WALGREEN	2007-04-13	2007-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0177962
FL	WALGREEN	JUPITER	ME	WALGREEN EASTERN CO	WINDHAM	12	2010	185.3514	WALGREEN	WALGREEN	2010-12-13	2010-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0102783
CA	WALGREEN	WOODLAND	UT	WALGREEN	LEHI	01	2012	184.9031	WALGREEN	WALGREEN	2012-01-13	2012-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0111815
IL	WALGREEN	MOUNT VERNON	IL	BOND DRUG COMPANY OF ILLINOIS	PEKIN	11	2009	182.9821	WALGREEN	BOND DRUG COMPANY OF ILLINOIS	2009-11-13	2009-11-13	2314108.5063	97.87711	63.65150	170.86042	0.4980969
FL	WALGREEN	JUPITER	FL	WALGREEN	BARTOW	01	2008	188.5581	WALGREEN	WALGREEN	2008-01-13	2008-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0038176
CA	WALGREEN	WOODLAND	CA	WALGREEN	MURRIETA	02	2012	185.7996	WALGREEN	WALGREEN	2012-02-13	2012-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0093752
OH	WALGREEN	PERRYSBURG	NY	WALGREEN EASTERN CO	WAPPINGERS FALLS	10	2012	186.9203	WALGREEN	WALGREEN	2012-10-13	2012-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0071174
CA	WALGREEN	MORENO VALLEY	AZ	WALGREEN ARIZONA DRUG	GOODYEAR	08	2007	183.8903	WALGREEN	WALGREEN	2007-08-13	2007-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0132222
IL	WALGREEN	MOUNT VERNON	TN	WALGREEN	GOODLETTSVILLE	10	2008	188.8848	WALGREEN	WALGREEN	2008-10-13	2008-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0031594
FL	WALGREEN	JUPITER	TX	WALGREEN	PASADENA	01	2010	183.7377	WALGREEN	WALGREEN	2010-01-13	2010-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0135296
OH	WALGREEN	PERRYSBURG	TX	WALGREEN	CORPUS CHRISTI	12	2011	183.7825	WALGREEN	WALGREEN	2011-12-13	2011-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0134392
OH	WALGREEN	PERRYSBURG	MI	WALGREEN	YPSILANTI	08	2011	186.4005	WALGREEN	WALGREEN	2011-08-13	2011-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0081646
FL	WALGREEN	JUPITER	TN	WALGREEN	HIXSON	06	2006	180.4206	WALGREEN	WALGREEN	2006-06-13	2006-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0202126
CA	WALGREEN	WOODLAND	CO	WALGREEN	COMMERCE CITY	07	2011	186.9203	WALGREEN	WALGREEN	2011-07-13	2011-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0071174
IL	WALGREEN	MOUNT VERNON	MS	WALGREEN	HORN LAKE	10	2008	189.3389	WALGREEN	WALGREEN	2008-10-13	2008-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0022446
OH	WALGREEN	PERRYSBURG	IL	WALGREEN	JOLIET	10	2010	182.6619	WALGREEN	WALGREEN	2010-10-13	2010-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0156970
OH	WALGREEN	PERRYSBURG	MO	WALGREEN	BRANSON	07	2010	183.1101	WALGREEN	WALGREEN	2010-07-13	2010-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0147939
FL	WALGREEN	JUPITER	IN	WALGREEN	HAMMOND	04	2006	187.1444	WALGREEN	WALGREEN	2006-04-13	2006-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0066659
CA	WALGREEN	WOODLAND	AZ	WALGREEN ARIZONA DRUG	SAN TAN VALLEY	05	2012	184.9031	WALGREEN	WALGREEN	2012-05-13	2012-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0111815
IL	WALGREEN	MOUNT VERNON	AR	WALGREEN	PARAGOULD	08	2008	184.1929	WALGREEN	WALGREEN	2008-08-13	2008-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0126123
OH	WALGREEN	PERRYSBURG	MI	WALGREEN	KENTWOOD	08	2008	183.2332	WALGREEN	WALGREEN	2008-08-13	2008-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0145459
CA	WALGREEN	MORENO VALLEY	UT	WALGREEN	SANDY	08	2012	187.8253	WALGREEN	WALGREEN	2012-08-13	2012-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0052939
IL	WALGREEN	MOUNT VERNON	TN	WALGREEN	SMYRNA	04	2008	184.9497	WALGREEN	WALGREEN	2008-04-13	2008-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0110876
OH	WALGREEN	PERRYSBURG	KY	WALGREEN	SHEPHERDSVILLE	05	2007	180.9002	WALGREEN	WALGREEN	2007-05-13	2007-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0192464
IL	WALGREEN	MOUNT VERNON	IL	BOND DRUG COMPANY OF ILLINOIS	CARBONDALE	02	2009	184.7983	WALGREEN	BOND DRUG COMPANY OF ILLINOIS	2009-02-13	2009-02-13	2314108.5063	97.87711	63.65150	170.86042	0.5087266
OH	WALGREEN	PERRYSBURG	IL	BOND DRUG COMPANY OF ILLINOIS	FRANKFORT	01	2011	183.0066	WALGREEN	BOND DRUG COMPANY OF ILLINOIS	2011-01-13	2011-01-13	2314108.5063	97.87711	63.65150	170.86042	0.4982398
CA	WALGREEN	WOODLAND	OR	WALGREEN	MILWAUKIE	10	2012	186.7534	WALGREEN	WALGREEN	2012-10-13	2012-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0074535
CA	WALGREEN	WOODLAND	NM	WALGREEN	GALLUP	05	2009	180.6447	WALGREEN	WALGREEN	2009-05-13	2009-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0197610
OH	WALGREEN	PERRYSBURG	NY	WALGREEN EASTERN CO	ALBANY	03	2012	184.6790	WALGREEN	WALGREEN	2012-03-13	2012-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0116330
CA	WALGREEN	WOODLAND	CA	WALGREEN	HEMET	10	2008	181.0034	WALGREEN	WALGREEN	2008-10-13	2008-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0190386
CA	WALGREEN	WOODLAND	CA	WALGREEN	ROCKLIN	06	2010	184.5616	WALGREEN	WALGREEN	2010-06-13	2010-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0118694
FL	WALGREEN	JUPITER	PA	WALGREEN EASTERN CO	BENSALEM	01	2006	184.3204	WALGREEN	WALGREEN	2006-01-13	2006-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0123555
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	GREENVILLE	03	2008	185.4038	WALGREEN	WALGREEN	2008-03-13	2008-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0101728
IL	WALGREEN	MOUNT VERNON	KY	WALGREEN	LOUISIVILLE	03	2008	188.8848	WALGREEN	WALGREEN	2008-03-13	2008-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0031594
CA	WALGREEN	WOODLAND	TX	WALGREEN	BAYTOWN	07	2007	181.6309	WALGREEN	WALGREEN	2007-07-13	2007-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0177742
FL	WALGREEN	JUPITER	FL	WALGREEN	TREASURE ISLAND	11	2011	181.9035	WALGREEN	WALGREEN	2011-11-13	2011-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0172250
OH	WALGREEN	PERRYSBURG	PA	WALGREEN EASTERN CO	BETHLEHEM	10	2008	180.6447	WALGREEN	WALGREEN	2008-10-13	2008-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0197610
CA	WALGREEN	WOODLAND	ID	WALGREEN	POCATELLO	07	2011	183.7825	WALGREEN	WALGREEN	2011-07-13	2011-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0134392
CA	WALGREEN	WOODLAND	WA	WALGREEN	BOTHELL	10	2008	180.4411	WALGREEN	WALGREEN	2008-10-13	2008-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0201714
IL	WALGREEN	MOUNT VERNON	MO	WALGREEN	BRANSON	05	2011	182.9821	WALGREEN	WALGREEN	2011-05-13	2011-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0150518
IL	WALGREEN	MOUNT VERNON	TN	WALGREEN	ANTIOCH	05	2010	185.4038	WALGREEN	WALGREEN	2010-05-13	2010-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0101728
OH	WALGREEN	PERRYSBURG	OH	WALGREEN	CENTERVILLE	02	2012	188.3487	WALGREEN	WALGREEN	2012-02-13	2012-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0042395
OH	WALGREEN	PERRYSBURG	AL	WALGREEN	NORTHPORT	11	2012	181.5412	WALGREEN	WALGREEN	2012-11-13	2012-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0179548
OH	WALGREEN	PERRYSBURG	OH	WALGREEN	WILLOWICK	02	2012	182.1360	WALGREEN	WALGREEN	2012-02-13	2012-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0167565
OH	WALGREEN	PERRYSBURG	WI	WALGREEN	SUN PRAIRIE	08	2009	182.8860	WALGREEN	WALGREEN	2009-08-13	2009-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0152455
CA	WALGREEN	WOODLAND	OR	WALGREEN	REDMOND	05	2012	181.8195	WALGREEN	WALGREEN	2012-05-13	2012-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0173942
OH	WALGREEN	PERRYSBURG	IN	WALGREEN	HOBART	01	2007	188.7335	WALGREEN	WALGREEN	2007-01-13	2007-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0034643
FL	WALGREEN	JUPITER	NJ	WALGREEN EASTERN CO	SOMERVILLE	02	2009	184.9031	WALGREEN	WALGREEN	2009-02-13	2009-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0111815
CA	WALGREEN	WOODLAND	CO	WALGREEN	GREELEY	02	2009	186.6961	WALGREEN	WALGREEN	2009-02-13	2009-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0075690
FL	WALGREEN	JUPITER	FL	WALGREEN	GREENACRES	02	2009	183.4259	WALGREEN	WALGREEN	2009-02-13	2009-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0141578
OH	WALGREEN	PERRYSBURG	NH	WALGREEN EASTERN CO	WEST LEBANON	04	2011	181.0930	WALGREEN	WALGREEN	2011-04-13	2011-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0188579
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	LUFKIN	12	2006	188.4307	WALGREEN	WALGREEN	2006-12-13	2006-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0040742
OH	WALGREEN	PERRYSBURG	OK	WALGREEN	ENID	07	2010	186.8754	WALGREEN	WALGREEN	2010-07-13	2010-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0072078
OH	WALGREEN	PERRYSBURG	MN	WALGREEN	INVER GROVE HEIGHTS	12	2008	180.4206	WALGREEN	WALGREEN	2008-12-13	2008-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0202126
FL	WALGREEN	JUPITER	NC	WALGREEN	WAKE FOREST	04	2012	182.4377	WALGREEN	WALGREEN	2012-04-13	2012-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0161486
CA	WALGREEN	MORENO VALLEY	CA	WALGREEN	OCEANSIDE	04	2011	188.4307	WALGREEN	WALGREEN	2011-04-13	2011-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0040742
FL	WALGREEN	JUPITER	NC	WALGREEN	SANFORD	09	2008	181.5412	WALGREEN	WALGREEN	2008-09-13	2008-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0179548
IL	WALGREEN	MOUNT VERNON	MO	WALGREEN	FARMINGTON	12	2006	182.3767	WALGREEN	WALGREEN	2006-12-13	2006-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0162715
IL	WALGREEN	MOUNT VERNON	TN	WALGREEN	COLLIERVILLE	04	2010	180.7119	WALGREEN	WALGREEN	2010-04-13	2010-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0196258
OH	WALGREEN	PERRYSBURG	AR	WALGREEN	CABOT	07	2011	184.6790	WALGREEN	WALGREEN	2011-07-13	2011-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0116330
OH	WALGREEN	PERRYSBURG	OH	WALGREEN	RAVENNA	09	2010	186.6586	WALGREEN	WALGREEN	2010-09-13	2010-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0076447
OH	WALGREEN	PERRYSBURG	PA	WALGREEN EASTERN CO	PAOLI	11	2010	182.6619	WALGREEN	WALGREEN	2010-11-13	2010-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0156970
CA	WALGREEN	WOODLAND	UT	WALGREEN	HURRICANE	12	2011	184.2308	WALGREEN	WALGREEN	2011-12-13	2011-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0125361
OH	WALGREEN	PERRYSBURG	WI	WALGREEN	WATERTOWN	01	2010	186.6961	WALGREEN	WALGREEN	2010-01-13	2010-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0075690
SC	WALGREEN	WILLIAMSTON	SC	WALGREEN	WALTERBORO	11	2009	185.8578	WALGREEN	WALGREEN	2009-11-13	2009-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0092580
OH	WALGREEN	PERRYSBURG	MA	WALGREEN EASTERN CO	WEBSTER	11	2012	181.5412	WALGREEN	WALGREEN	2012-11-13	2012-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0179548
FL	WALGREEN	JUPITER	MD	HAPPY HARRY’S	PERRYVILLE	01	2009	188.7132	WALGREEN	HAPPY HARRY’S	2009-01-13	2009-01-13	1265511.0918	219.32601	69.01560	404.30726	-0.0757166
OH	WALGREEN	PERRYSBURG	OK	WALGREEN	MUSKOGEE	02	2011	181.9895	WALGREEN	WALGREEN	2011-02-13	2011-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0170517
OH	WALGREEN	PERRYSBURG	MD	WALGREEN	SALISBURY	01	2012	181.0635	WALGREEN	WALGREEN	2012-01-13	2012-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0189174
OH	WALGREEN	PERRYSBURG	WI	WALGREEN	SUPERIOR	08	2012	183.5584	WALGREEN	WALGREEN	2012-08-13	2012-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0138908
CA	WALGREEN	WOODLAND	NM	WALGREEN HASTINGS	ALAMOGORDO	12	2006	180.5551	WALGREEN	WALGREEN	2006-12-13	2006-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0199417
SC	WALGREEN	WILLIAMSTON	GA	WALGREEN	MARTINEZ	09	2011	186.7659	WALGREEN	WALGREEN	2011-09-13	2011-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0074284
WI	WALGREEN	WINDSOR	IL	WALGREEN	WOODSTOCK	12	2012	189.6415	WALGREEN	WALGREEN	2012-12-13	2012-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0016347
OH	WALGREEN	PERRYSBURG	IL	BOND DRUG COMPANY OF ILLINOIS	BELLEVILLE	09	2010	184.6790	WALGREEN	BOND DRUG COMPANY OF ILLINOIS	2010-09-13	2010-09-13	2314108.5063	97.87711	63.65150	170.86042	0.5080281
IL	WALGREEN	MOUNT VERNON	TN	WALGREEN	COOKEVILLE	11	2009	181.7714	WALGREEN	WALGREEN	2009-11-13	2009-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0174912
FL	WALGREEN	JUPITER	GA	WALGREEN	ALPHARETTA	04	2010	182.8860	WALGREEN	WALGREEN	2010-04-13	2010-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0152455
OH	WALGREEN	PERRYSBURG	MI	WALGREEN	MANISTEE	11	2007	183.1898	WALGREEN	WALGREEN	2007-11-13	2007-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0146333
IL	WALGREEN	MOUNT VERNON	KS	WALGREEN	LAWRENCE	04	2010	185.1010	WALGREEN	WALGREEN	2010-04-13	2010-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0107827
OH	WALGREEN	PERRYSBURG	IN	WALGREEN	LOWELL	09	2012	181.5932	WALGREEN	WALGREEN	2012-09-13	2012-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0178501
OH	WALGREEN	PERRYSBURG	MN	WALGREEN	BROOKLYN PARK	12	2007	182.8158	WALGREEN	WALGREEN	2007-12-13	2007-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0153869
OH	WALGREEN	PERRYSBURG	NJ	WALGREEN EASTERN CO	WEST CALDWELL	08	2009	182.4377	WALGREEN	WALGREEN	2009-08-13	2009-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0161486
FL	WALGREEN	JUPITER	FL	WALGREEN	TEQUESTA	03	2006	189.4458	WALGREEN	WALGREEN	2006-03-13	2006-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0020291
IL	WALGREEN	MOUNT VERNON	IN	WALGREEN	FLOYDS KNOBS	03	2012	189.7929	WALGREEN	WALGREEN	2012-03-13	2012-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0013298
OH	WALGREEN	PERRYSBURG	WI	WALGREEN	FITCHBURG	08	2011	183.7825	WALGREEN	WALGREEN	2011-08-13	2011-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0134392
IL	WALGREEN	MOUNT VERNON	IL	BOND DRUG COMPANY OF ILLINOIS	ALTON	02	2011	186.9172	WALGREEN	BOND DRUG COMPANY OF ILLINOIS	2011-02-13	2011-02-13	2314108.5063	97.87711	63.65150	170.86042	0.5211280
OH	WALGREEN	PERRYSBURG	AR	WALGREEN	NORTH LITTLE ROCK	07	2007	183.8451	WALGREEN	WALGREEN	2007-07-13	2007-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0133130
OH	WALGREEN	PERRYSBURG	NY	WALGREEN EASTERN CO	MEDFORD	08	2009	189.8339	WALGREEN	WALGREEN	2009-08-13	2009-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0012472
OH	WALGREEN	PERRYSBURG	DE	HAPPY HARRY’S	REHOBOTH BEACH	03	2011	184.0066	WALGREEN	HAPPY HARRY’S	2011-03-13	2011-03-13	1265511.0918	219.32601	69.01560	404.30726	-0.0873578
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	LA MARQUE	09	2012	184.4957	WALGREEN	WALGREEN	2012-09-13	2012-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0120024
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	GRANBURY	04	2007	187.2200	WALGREEN	WALGREEN	2007-04-13	2007-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0065136
WI	WALGREEN	WINDSOR	WI	WALGREEN	SHEBOYGAN	09	2009	189.4902	WALGREEN	WALGREEN	2009-09-13	2009-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0019396
OH	WALGREEN	PERRYSBURG	KY	WALGREEN	BARDSTOWN	09	2011	187.1444	WALGREEN	WALGREEN	2011-09-13	2011-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0066659
OH	WALGREEN	PERRYSBURG	IN	WALGREEN	WABASH	12	2011	186.2677	WALGREEN	WALGREEN	2011-12-13	2011-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0084323
OH	WALGREEN	PERRYSBURG	MN	WALGREEN	MONTICELLO	07	2010	183.1101	WALGREEN	WALGREEN	2010-07-13	2010-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0147939
OH	WALGREEN	PERRYSBURG	PA	WALGREEN EASTERN CO	PHOENIXVILLE	12	2011	180.8541	WALGREEN	WALGREEN	2011-12-13	2011-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0193392
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	HARLINGEN	12	2012	185.2524	WALGREEN	WALGREEN	2012-12-13	2012-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0104778
CA	WALGREEN	MORENO VALLEY	AZ	WALGREEN ARIZONA DRUG	SURPRISE	09	2007	188.5821	WALGREEN	WALGREEN	2007-09-13	2007-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0037692
IL	WALGREEN	MOUNT VERNON	MS	WALGREEN	PASCAGOULA	10	2009	180.2578	WALGREEN	WALGREEN	2009-10-13	2009-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0205406
TX	WALGREEN	WAXAHACHIE	OK	WALGREEN	BIXBY	09	2009	189.3389	WALGREEN	WALGREEN	2009-09-13	2009-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0022446
CA	WALGREEN	MORENO VALLEY	CA	WALGREEN	YUCCA VALLEY	06	2009	183.5875	WALGREEN	WALGREEN	2009-06-13	2009-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0138320
CA	WALGREEN	WOODLAND	CA	WALGREEN	CHINO	05	2008	189.1615	WALGREEN	WALGREEN	2008-05-13	2008-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0026019
CA	WALGREEN	WOODLAND	CA	WALGREEN	MORGAN HILL	07	2010	183.4564	WALGREEN	WALGREEN	2010-07-13	2010-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0140962
SC	WALGREEN	WILLIAMSTON	TN	WALGREEN	JEFFERSON CITY	06	2011	182.2254	WALGREEN	WALGREEN	2011-06-13	2011-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0165764
OH	WALGREEN	PERRYSBURG	VT	WALGREEN EASTERN CO	BRATTLEBORO	04	2010	183.7825	WALGREEN	WALGREEN	2010-04-13	2010-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0134392
CA	WALGREEN	WOODLAND	AZ	WALGREEN ARIZONA DRUG	ORO VALLEY	03	2006	180.1517	WALGREEN	WALGREEN	2006-03-13	2006-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0207545
OH	WALGREEN	PERRYSBURG	MA	WALGREEN EASTERN CO	SHREWSBURY	08	2011	188.9374	WALGREEN	WALGREEN	2011-08-13	2011-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0030534
FL	WALGREEN	JUPITER	MD	WALGREEN	ROSEDALE	03	2009	186.0238	WALGREEN	WALGREEN	2009-03-13	2009-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0089237
IL	WALGREEN	MOUNT VERNON	TN	WALGREEN	TULLAHOMA	01	2012	184.7983	WALGREEN	WALGREEN	2012-01-13	2012-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0113926
FL	WALGREEN	JUPITER	GA	WALGREEN	DOUGLASVILLE	10	2008	186.6961	WALGREEN	WALGREEN	2008-10-13	2008-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0075690
FL	WALGREEN	JUPITER	LA	WALGREEN LOUISIANA CO	PINEVILLE	05	2008	189.4169	WALGREEN	WALGREEN	2008-05-13	2008-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0020872
OH	WALGREEN	PERRYSBURG	IL	BOND DRUG COMPANY OF ILLINOIS	BUFFALO GROVE	03	2011	184.9031	WALGREEN	BOND DRUG COMPANY OF ILLINOIS	2011-03-13	2011-03-13	2314108.5063	97.87711	63.65150	170.86042	0.5093398
OH	WALGREEN	PERRYSBURG	MA	WALGREEN EASTERN CO	SAUGUS	08	2011	185.1273	WALGREEN	WALGREEN	2011-08-13	2011-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0107299
OH	WALGREEN	PERRYSBURG	OH	WALGREEN	SHARONVILLE	12	2010	184.2365	WALGREEN	WALGREEN	2010-12-13	2010-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0125246
CA	WALGREEN	WOODLAND	CA	WALGREEN	OXNARD	12	2010	180.1517	WALGREEN	WALGREEN	2010-12-13	2010-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0207545
SC	WALGREEN	WILLIAMSTON	AL	WALGREEN	BESSEMER	08	2010	187.6740	WALGREEN	WALGREEN	2010-08-13	2010-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0055988
FL	WALGREEN	JUPITER	WI	WALGREEN	FRANKLIN	04	2006	181.9895	WALGREEN	WALGREEN	2006-04-13	2006-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0170517
OH	WALGREEN	PERRYSBURG	NJ	WALGREEN EASTERN CO	RAHWAY	12	2012	181.3171	WALGREEN	WALGREEN	2012-12-13	2012-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0184064
CA	WALGREEN	WOODLAND	MT	WALGREEN	WHITEFISH	07	2010	182.8716	WALGREEN	WALGREEN	2010-07-13	2010-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0152744
WI	WALGREEN	WINDSOR	MN	WALGREEN	BLOOMINGTON	07	2010	182.2254	WALGREEN	WALGREEN	2010-07-13	2010-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0165764
OH	WALGREEN	PERRYSBURG	NJ	WALGREEN EASTERN CO	BARNEGAT	01	2010	184.9031	WALGREEN	WALGREEN	2010-01-13	2010-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0111815
CA	WALGREEN	WOODLAND	CA	WALGREEN	EL CERRITO	03	2009	186.4560	WALGREEN	WALGREEN	2009-03-13	2009-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0080528
WI	WALGREEN	WINDSOR	IL	WALGREEN	MOLINE	11	2008	180.5606	WALGREEN	WALGREEN	2008-11-13	2008-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0199307
TX	WALGREEN	WAXAHACHIE	LA	WALGREEN LOUISIANA CO	WEST MONROE	09	2008	189.0361	WALGREEN	WALGREEN	2008-09-13	2008-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0028544
OH	WALGREEN	PERRYSBURG	OK	WALGREEN	BIXBY	06	2011	188.7132	WALGREEN	WALGREEN	2011-06-13	2011-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0035050
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	ROCKWALL	04	2011	186.4632	WALGREEN	WALGREEN	2011-04-13	2011-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0080383
WI	WALGREEN	WINDSOR	IA	WALGREEN	WEST DES MOINES	12	2010	187.0686	WALGREEN	WALGREEN	2010-12-13	2010-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0068186
IL	WALGREEN	MOUNT VERNON	KY	WALGREEN	ELIZABETHTOWN	08	2006	182.0740	WALGREEN	WALGREEN	2006-08-13	2006-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0168814
OH	WALGREEN	PERRYSBURG	IL	WALGREEN	ROCKFORD	04	2009	185.1273	WALGREEN	WALGREEN	2009-04-13	2009-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0107299
OH	WALGREEN	PERRYSBURG	NY	WALGREEN EASTERN CO	SMITHTOWN	09	2009	182.4377	WALGREEN	WALGREEN	2009-09-13	2009-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0161486
OH	WALGREEN	PERRYSBURG	NJ	WALGREEN EASTERN CO	VINELAND	02	2011	186.0238	WALGREEN	WALGREEN	2011-02-13	2011-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0089237
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	ROCKWALL	08	2010	183.4362	WALGREEN	WALGREEN	2010-08-13	2010-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0141370
OH	WALGREEN	PERRYSBURG	MI	WALGREEN	SAULT STE MARIE	12	2009	189.8083	WALGREEN	WALGREEN	2009-12-13	2009-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0012986
FL	WALGREEN	JUPITER	OH	WALGREEN	CUYAHOGA FALLS	05	2006	181.1826	WALGREEN	WALGREEN	2006-05-13	2006-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0186773
SC	WALGREEN	WILLIAMSTON	AL	WALGREEN	JASPER	09	2010	188.4307	WALGREEN	WALGREEN	2010-09-13	2010-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0040742
FL	WALGREEN	JUPITER	SC	WALGREEN	JAMES ISLAND	12	2006	184.9031	WALGREEN	WALGREEN	2006-12-13	2006-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0111815
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	AZLE	07	2009	184.9497	WALGREEN	WALGREEN	2009-07-13	2009-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0110876
SC	WALGREEN	WILLIAMSTON	GA	WALGREEN	ATLANTA	01	2008	180.5606	WALGREEN	WALGREEN	2008-01-13	2008-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0199307
CA	WALGREEN	WOODLAND	IL	WALGREEN	ROCKFORD	07	2006	182.8412	WALGREEN	WALGREEN	2006-07-13	2006-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0153358
FL	WALGREEN	JUPITER	FL	WALGREEN	INVERNESS	03	2010	183.8383	WALGREEN	WALGREEN	2010-03-13	2010-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0133268
OH	WALGREEN	PERRYSBURG	OH	WALGREEN	BARBERTON	03	2008	180.3157	WALGREEN	WALGREEN	2008-03-13	2008-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0204239
FL	WALGREEN	JUPITER	KY	WALGREEN	MIDDLETOWN	06	2006	186.5616	WALGREEN	WALGREEN	2006-06-13	2006-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0078399
OH	WALGREEN	PERRYSBURG	IL	BOND DRUG COMPANY OF ILLINOIS	BELLEVILLE	04	2011	188.4443	WALGREEN	BOND DRUG COMPANY OF ILLINOIS	2011-04-13	2011-04-13	2314108.5063	97.87711	63.65150	170.86042	0.5300654
FL	WALGREEN	JUPITER	FL	WALGREEN	KEYSTONE HGTS	07	2011	189.8339	WALGREEN	WALGREEN	2011-07-13	2011-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0012472
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	MINERAL WELLS	11	2010	181.3173	WALGREEN	WALGREEN	2010-11-13	2010-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0184060
IL	WALGREEN	MOUNT VERNON	TN	WALGREEN	HENDERSONVILLE	06	2007	184.6470	WALGREEN	WALGREEN	2007-06-13	2007-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0116975
FL	WALGREEN	JUPITER	SC	WALGREEN	GOOSE CREEK	01	2012	185.3514	WALGREEN	WALGREEN	2012-01-13	2012-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0102783
CA	WALGREEN	WOODLAND	UT	WALGREEN	CEDAR CITY	01	2011	189.3408	WALGREEN	WALGREEN	2011-01-13	2011-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0022406
OH	WALGREEN	PERRYSBURG	IL	BOND DRUG COMPANY OF ILLINOIS	PALATINE	10	2008	184.2308	WALGREEN	BOND DRUG COMPANY OF ILLINOIS	2008-10-13	2008-10-13	2314108.5063	97.87711	63.65150	170.86042	0.5054046
WI	WALGREEN	WINDSOR	MN	WALGREEN	COON RAPIDS	08	2010	184.7983	WALGREEN	WALGREEN	2010-08-13	2010-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0113926
CA	WALGREEN	WOODLAND	WA	WALGREEN	MUKILTEO	02	2007	183.4428	WALGREEN	WALGREEN	2007-02-13	2007-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0141237
CA	WALGREEN	WOODLAND	UT	WALGREEN	MIDVALE	09	2011	182.2136	WALGREEN	WALGREEN	2011-09-13	2011-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0166001
SC	WALGREEN	WILLIAMSTON	GA	WALGREEN	ROME	11	2008	180.7119	WALGREEN	WALGREEN	2008-11-13	2008-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0196258
CA	WALGREEN	WOODLAND	MO	WALGREEN	WENTZVILLE	03	2007	189.8917	WALGREEN	WALGREEN	2007-03-13	2007-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0011308
CA	WALGREEN	WOODLAND	TX	WALGREEN	NORTH RICHLAND HILLS	10	2006	186.7409	WALGREEN	WALGREEN	2006-10-13	2006-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0074787
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	BASTROP	04	2008	180.2578	WALGREEN	WALGREEN	2008-04-13	2008-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0205406
OH	WALGREEN	PERRYSBURG	KS	WALGREEN	LAWRENCE	04	2011	182.4377	WALGREEN	WALGREEN	2011-04-13	2011-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0161486
FL	WALGREEN	ORLANDO	FL	WALGREEN	LAKE CITY	07	2006	180.5606	WALGREEN	WALGREEN	2006-07-13	2006-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0199307
OH	WALGREEN	PERRYSBURG	MI	WALGREEN	THREE RIVERS	01	2008	188.9907	WALGREEN	WALGREEN	2008-01-13	2008-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0029460
WI	WALGREEN	WINDSOR	WI	WALGREEN	CUDAHY	09	2010	186.1605	WALGREEN	WALGREEN	2010-09-13	2010-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0086482
OH	WALGREEN	PERRYSBURG	PA	WALGREEN EASTERN CO	BENSALEM	02	2008	183.1728	WALGREEN	WALGREEN	2008-02-13	2008-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0146677
FL	WALGREEN	JUPITER	NJ	WALGREEN EASTERN CO	WOODBRIDGE	02	2008	180.9002	WALGREEN	WALGREEN	2008-02-13	2008-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0192464
OH	WALGREEN	PERRYSBURG	PA	WALGREEN EASTERN CO	CHAMBERSBURG	11	2012	188.0409	WALGREEN	WALGREEN	2012-11-13	2012-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0048597
WI	WALGREEN	WINDSOR	IL	BOND DRUG COMPANY OF ILLINOIS	BERWYN	11	2010	182.2254	WALGREEN	BOND DRUG COMPANY OF ILLINOIS	2010-11-13	2010-11-13	2314108.5063	97.87711	63.65150	170.86042	0.4936678
OH	WALGREEN	PERRYSBURG	OH	WALGREEN	EATON	04	2012	182.1396	WALGREEN	WALGREEN	2012-04-13	2012-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0167492
OH	WALGREEN	PERRYSBURG	MA	WALGREEN EASTERN CO	TAUNTON	11	2012	180.1965	WALGREEN	WALGREEN	2012-11-13	2012-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0206642
OH	WALGREEN	PERRYSBURG	MI	WALGREEN	WYANDOTTE	07	2010	181.4471	WALGREEN	WALGREEN	2010-07-13	2010-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0181444
CA	WALGREEN	WOODLAND	SD	WALGREEN	RAPID CITY	01	2006	180.4206	WALGREEN	WALGREEN	2006-01-13	2006-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0202126
FL	WALGREEN	JUPITER	FL	WALGREEN	TRINITY	03	2007	181.8604	WALGREEN	WALGREEN	2007-03-13	2007-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0173118
IL	WALGREEN	MOUNT VERNON	IN	WALGREEN	FLOYDS KNOBS	12	2012	187.6740	WALGREEN	WALGREEN	2012-12-13	2012-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0055988
WI	WALGREEN	WINDSOR	MN	WALGREEN	COON RAPIDS	06	2010	186.0092	WALGREEN	WALGREEN	2010-06-13	2010-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0089531
OH	WALGREEN	PERRYSBURG	MO	WALGREEN	JEFFERSON CITY	04	2011	180.5551	WALGREEN	WALGREEN	2011-04-13	2011-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0199417
OH	WALGREEN	PERRYSBURG	MN	WALGREEN	SAINT PAUL	06	2011	184.0066	WALGREEN	WALGREEN	2011-06-13	2011-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0129877
OH	WALGREEN	PERRYSBURG	IL	BOND DRUG COMPANY OF ILLINOIS	CRESTWOOD	08	2011	186.4438	WALGREEN	BOND DRUG COMPANY OF ILLINOIS	2011-08-13	2011-08-13	2314108.5063	97.87711	63.65150	170.86042	0.5183573
OH	WALGREEN	PERRYSBURG	MN	WALGREEN	MONTICELLO	06	2011	183.0653	WALGREEN	WALGREEN	2011-06-13	2011-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0148842
FL	WALGREEN	JUPITER	FL	WALGREEN	WEST MELBOURNE	04	2007	186.1916	WALGREEN	WALGREEN	2007-04-13	2007-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0085855
CA	WALGREEN	WOODLAND	CA	WALGREEN	LAKEWOOD	04	2010	181.5412	WALGREEN	WALGREEN	2010-04-13	2010-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0179548
CA	WALGREEN	MORENO VALLEY	CA	WALGREEN	SAN BERNARDINO	10	2011	187.9767	WALGREEN	WALGREEN	2011-10-13	2011-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0049890
FL	WALGREEN	JUPITER	FL	WALGREEN	DAYTONA BEACH	09	2010	188.9019	WALGREEN	WALGREEN	2010-09-13	2010-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0031249
IL	WALGREEN	MOUNT VERNON	TN	WALGREEN	HENDERSONVILLE	11	2007	182.5281	WALGREEN	WALGREEN	2007-11-13	2007-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0159666
WI	WALGREEN	WINDSOR	IL	BOND DRUG COMPANY OF ILLINOIS	ELK GROVE VILLAGE	10	2012	188.8848	WALGREEN	BOND DRUG COMPANY OF ILLINOIS	2012-10-13	2012-10-13	2314108.5063	97.87711	63.65150	170.86042	0.5326435
FL	WALGREEN	JUPITER	VA	WALGREEN	PORTSMOUTH	01	2009	188.0409	WALGREEN	WALGREEN	2009-01-13	2009-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0048597
CA	WALGREEN	MORENO VALLEY	CA	WALGREEN	LOMPOC	07	2012	188.1281	WALGREEN	WALGREEN	2012-07-13	2012-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0046840
OH	WALGREEN	PERRYSBURG	PA	WALGREEN EASTERN CO	NEW CASTLE	05	2011	184.9031	WALGREEN	WALGREEN	2011-05-13	2011-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0111815
SC	WALGREEN	WILLIAMSTON	SC	WALGREEN	HARTSVILLE	03	2012	188.4307	WALGREEN	WALGREEN	2012-03-13	2012-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0040742
IL	WALGREEN	MOUNT VERNON	MO	WALGREEN	BALLWIN	06	2010	183.2849	WALGREEN	WALGREEN	2010-06-13	2010-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0144419
FL	WALGREEN	JUPITER	TN	WALGREEN	CLARKSVILLE	09	2008	187.5926	WALGREEN	WALGREEN	2008-09-13	2008-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0057628
FL	WALGREEN	JUPITER	CT	WALGREEN EASTERN CO	WESTPORT	05	2007	189.2458	WALGREEN	WALGREEN	2007-05-13	2007-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0024321
OH	WALGREEN	PERRYSBURG	WV	WALGREEN	MORGANTOWN	01	2011	183.7825	WALGREEN	WALGREEN	2011-01-13	2011-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0134392
OH	WALGREEN	PERRYSBURG	PA	WALGREEN EASTERN CO	LATROBE	01	2012	186.4720	WALGREEN	WALGREEN	2012-01-13	2012-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0080206
OH	WALGREEN	PERRYSBURG	NH	WALGREEN EASTERN CO	TILTON	08	2009	185.5755	WALGREEN	WALGREEN	2009-08-13	2009-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0098268
FL	WALGREEN	JUPITER	TN	WALGREEN	MURFREESBORO	03	2008	180.6447	WALGREEN	WALGREEN	2008-03-13	2008-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0197610
OH	WALGREEN	PERRYSBURG	MI	WALGREEN	DUNDEE	08	2011	181.6244	WALGREEN	WALGREEN	2011-08-13	2011-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0177873
CA	WALGREEN	WOODLAND	CA	WALGREEN	LOS ANGELES	10	2011	189.1167	WALGREEN	WALGREEN	2011-10-13	2011-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0026922
OH	WALGREEN	PERRYSBURG	MI	WALGREEN	WALKER	06	2010	181.0010	WALGREEN	WALGREEN	2010-06-13	2010-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0190432
OH	WALGREEN	PERRYSBURG	OH	WALGREEN	SHAKER HEIGHTS	04	2010	189.4003	WALGREEN	WALGREEN	2010-04-13	2010-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0021207
OH	WALGREEN	PERRYSBURG	OH	WALGREEN	LIMA	08	2008	187.6805	WALGREEN	WALGREEN	2008-08-13	2008-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0055858
OH	WALGREEN	PERRYSBURG	NJ	WALGREEN EASTERN CO	MANTUA	10	2008	187.3685	WALGREEN	WALGREEN	2008-10-13	2008-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0062143
IL	WALGREEN	MOUNT VERNON	KS	WALGREEN	OLATHE	07	2010	182.3767	WALGREEN	WALGREEN	2010-07-13	2010-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0162715
CA	WALGREEN	WOODLAND	ID	WALGREEN	NAMPA	12	2012	182.1802	WALGREEN	WALGREEN	2012-12-13	2012-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0166674
TX	WALGREEN	WAXAHACHIE	OK	WALGREEN	WARR ACRES	03	2007	184.9497	WALGREEN	WALGREEN	2007-03-13	2007-03-13	87046691.5698	190.45291	80.66955	496.33802	-0.0110876
IL	WALGREEN	MOUNT VERNON	IL	WALGREEN	PEORIA	12	2008	182.9821	WALGREEN	WALGREEN	2008-12-13	2008-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0150518
IL	WALGREEN	MOUNT VERNON	IL	BOND DRUG COMPANY OF ILLINOIS	ALTON	06	2009	180.8632	WALGREEN	BOND DRUG COMPANY OF ILLINOIS	2009-06-13	2009-06-13	2314108.5063	97.87711	63.65150	170.86042	0.4856955
TX	WALGREEN	WAXAHACHIE	MS	WALGREEN	PICAYUNE	08	2010	183.1335	WALGREEN	WALGREEN	2010-08-13	2010-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0147468
CA	WALGREEN	WOODLAND	CA	WALGREEN	PLEASANT HILL	11	2010	186.8589	WALGREEN	WALGREEN	2010-11-13	2010-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0072409
WI	WALGREEN	WINDSOR	IL	WALGREEN	ELGIN	02	2012	187.3713	WALGREEN	WALGREEN	2012-02-13	2012-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0062087
FL	WALGREEN	JUPITER	SC	WALGREEN	GREER	08	2008	188.2650	WALGREEN	WALGREEN	2008-08-13	2008-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0044081
SC	WALGREEN	WILLIAMSTON	AL	WALGREEN	PELHAM	12	2011	184.4957	WALGREEN	WALGREEN	2011-12-13	2011-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0120024
OH	WALGREEN	PERRYSBURG	NY	WALGREEN EASTERN CO	WADING RIVER	10	2011	182.8860	WALGREEN	WALGREEN	2011-10-13	2011-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0152455
CA	WALGREEN	WOODLAND	AZ	WALGREEN ARIZONA DRUG	EL MIRAGE	01	2007	180.8689	WALGREEN	WALGREEN	2007-01-13	2007-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0193095
WI	WALGREEN	WINDSOR	IL	BOND DRUG COMPANY OF ILLINOIS	NEW LENOX	04	2011	187.8253	WALGREEN	BOND DRUG COMPANY OF ILLINOIS	2011-04-13	2011-04-13	2314108.5063	97.87711	63.65150	170.86042	0.5264428
OH	WALGREEN	PERRYSBURG	WI	WALGREEN	MOUNT PLEASANT	06	2011	188.9374	WALGREEN	WALGREEN	2011-06-13	2011-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0030534
OH	WALGREEN	PERRYSBURG	IN	WALGREEN	HOBART	07	2006	186.7659	WALGREEN	WALGREEN	2006-07-13	2006-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0074284
OH	WALGREEN	PERRYSBURG	CT	WALGREEN EASTERN CO	SOUTHINGTON	08	2012	182.6619	WALGREEN	WALGREEN	2012-08-13	2012-08-13	87046691.5698	190.45291	80.66955	496.33802	-0.0156970
FL	WALGREEN	JUPITER	FL	WALGREEN	TAVARES	05	2011	180.5344	WALGREEN	WALGREEN	2011-05-13	2011-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0199833
OH	WALGREEN	PERRYSBURG	TN	WALGREEN	GERMANTOWN	02	2011	184.4549	WALGREEN	WALGREEN	2011-02-13	2011-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0120846
OH	WALGREEN	PERRYSBURG	NJ	WALGREEN EASTERN CO	ROSELAND	09	2011	187.1444	WALGREEN	WALGREEN	2011-09-13	2011-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0066659
CA	WALGREEN	WOODLAND	AR	WALGREEN	FT SMITH	02	2008	186.5660	WALGREEN	WALGREEN	2008-02-13	2008-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0078312
SC	WALGREEN	WILLIAMSTON	NC	WALGREEN	WILSON	12	2010	182.2254	WALGREEN	WALGREEN	2010-12-13	2010-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0165764
IL	WALGREEN	MOUNT VERNON	TN	WALGREEN	HENDERSONVILLE	12	2007	181.4686	WALGREEN	WALGREEN	2007-12-13	2007-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0181011
OH	WALGREEN	PERRYSBURG	MN	WALGREEN	PLYMOUTH	11	2011	181.0930	WALGREEN	WALGREEN	2011-11-13	2011-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0188579
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	WYLIE	04	2010	186.9172	WALGREEN	WALGREEN	2010-04-13	2010-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0071235
OH	WALGREEN	PERRYSBURG	AR	WALGREEN	BELLA VISTA	12	2009	180.8689	WALGREEN	WALGREEN	2009-12-13	2009-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0193095
CA	WALGREEN	WOODLAND	WA	WALGREEN	UNIVERSITY PLACE	02	2008	182.5609	WALGREEN	WALGREEN	2008-02-13	2008-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0159005
IL	WALGREEN	MOUNT VERNON	TN	WALGREEN	COLUMBIA	01	2008	183.8903	WALGREEN	WALGREEN	2008-01-13	2008-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0132222
FL	WALGREEN	JUPITER	GA	WALGREEN	WARNER ROBINS	02	2011	181.5412	WALGREEN	WALGREEN	2011-02-13	2011-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0179548
FL	WALGREEN	JUPITER	FL	WALGREEN	MT DORA	07	2006	184.5697	WALGREEN	WALGREEN	2006-07-13	2006-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0118532
CA	WALGREEN	MORENO VALLEY	CA	WALGREEN	VISTA	12	2007	189.0361	WALGREEN	WALGREEN	2007-12-13	2007-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0028544
TX	WALGREEN	WAXAHACHIE	AR	WALGREEN	BENTON	05	2011	184.0416	WALGREEN	WALGREEN	2011-05-13	2011-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0129172
TX	WALGREEN	WAXAHACHIE	TX	WALGREEN	HURST	06	2010	185.8578	WALGREEN	WALGREEN	2010-06-13	2010-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0092580
FL	WALGREEN	JUPITER	AL	WALGREEN	GADSDEN	07	2006	180.8689	WALGREEN	WALGREEN	2006-07-13	2006-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0193095
OH	WALGREEN	PERRYSBURG	IN	WALGREEN	LOGANSPORT	06	2011	182.2835	WALGREEN	WALGREEN	2011-06-13	2011-06-13	87046691.5698	190.45291	80.66955	496.33802	-0.0164593
OH	WALGREEN	PERRYSBURG	CT	WALGREEN EASTERN CO	HAMDEN	05	2010	187.8168	WALGREEN	WALGREEN	2010-05-13	2010-05-13	87046691.5698	190.45291	80.66955	496.33802	-0.0053112
OH	WALGREEN	PERRYSBURG	NY	WALGREEN EASTERN CO	HICKSVILLE	02	2010	184.9031	WALGREEN	WALGREEN	2010-02-13	2010-02-13	87046691.5698	190.45291	80.66955	496.33802	-0.0111815
IL	WALGREEN	MOUNT VERNON	IL	WALGREEN	PEORIA	10	2008	183.4362	WALGREEN	WALGREEN	2008-10-13	2008-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0141370
FL	WALGREEN	JUPITER	SC	WALGREEN	MURRELLS INLET	11	2006	185.5755	WALGREEN	WALGREEN	2006-11-13	2006-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0098268
FL	WALGREEN	JUPITER	CT	WALGREEN EASTERN CO	NORTH HAVEN	04	2009	182.4377	WALGREEN	WALGREEN	2009-04-13	2009-04-13	87046691.5698	190.45291	80.66955	496.33802	-0.0161486
FL	WALGREEN	JUPITER	FL	WALGREEN	LAKELAND	10	2011	183.5124	WALGREEN	WALGREEN	2011-10-13	2011-10-13	87046691.5698	190.45291	80.66955	496.33802	-0.0139834
CA	WALGREEN	WOODLAND	MN	WALGREEN	EDINA	11	2006	181.8550	WALGREEN	WALGREEN	2006-11-13	2006-11-13	87046691.5698	190.45291	80.66955	496.33802	-0.0173226
FL	WALGREEN	ORLANDO	FL	WALGREEN	MIDDLEBURG	01	2012	185.7064	WALGREEN	WALGREEN	2012-01-13	2012-01-13	87046691.5698	190.45291	80.66955	496.33802	-0.0095630
OH	WALGREEN	PERRYSBURG	OH	WALGREEN	DELAWARE	09	2011	180.9938	WALGREEN	WALGREEN	2011-09-13	2011-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0190578
OH	WALGREEN	PERRYSBURG	OK	WALGREEN	PONCA CITY	12	2009	181.7654	WALGREEN	WALGREEN	2009-12-13	2009-12-13	87046691.5698	190.45291	80.66955	496.33802	-0.0175033
OH	WALGREEN	PERRYSBURG	MI	WALGREEN	GAYLORD	09	2011	185.1624	WALGREEN	WALGREEN	2011-09-13	2011-09-13	87046691.5698	190.45291	80.66955	496.33802	-0.0106592
FL	WALGREEN	JUPITER	GA	WALGREEN	ALPHARETTA	07	2010	185.7996	WALGREEN	WALGREEN	2010-07-13	2010-07-13	87046691.5698	190.45291	80.66955	496.33802	-0.0093752

PLOT OF z-SCORES

The distributions of z-scores for CONSOL_REPORTERS, normalized to an area of one, show interesting variations of shape as suggested by teh initial analysis. Note data for these plots are truncated for z < 4 since the very long tail obscures some of the richness. We’ll look at the tails later since these are our prverbialelephant shipments.

plot_d <- summary_data2 %>% select(CONSOL_REPORTER_NAME, TOTAL_WT_IN_GM, R_B_z, date) %>% filter(
  CONSOL_REPORTER_NAME %in% top_reporters) %>%
  complete()


ggplot(plot_d %>% filter(abs(R_B_z) < 4), aes(x = R_B_z, y = ..ndensity..)) + geom_histogram(bins = 77, fill = "bisque" , color = "tomato" ) + theme_economist()  + facet_wrap(. ~ CONSOL_REPORTER_NAME, ncol = 2 )+ 
  labs (title="Low Z-score monthly shipments", subtitle = "limited to abs(z-score) < 4 ", x = "z-score")

However, since we are interested in the long, high z-score, tails, we’ll look at the logarithm. To do this we can use the scale_y_continuous function and `trans = \“log1p\”’ to keep from generating errors. Note the extremeley long tails (out to z = 75!!!)

ggplot(plot_d, aes(x = R_B_z)) + geom_histogram(bins = 77, color = "tomato", fill = "bisque" ) + theme_economist()  + facet_wrap(. ~ CONSOL_REPORTER_NAME, ncol = 2 ) +
  scale_y_continuous(breaks=c(1, 100, 10000, 1000000), trans="log1p") + 
  labs (title=" Shipment Z-scores for REPORTERS", x = "z-score")

In each case, the distributions show a some super high-z-score data, with particulars depending on the REPORTER. Let’s dig in deeper….

TRENDS OF HIGH-Z SCORES FOR TOP REPORTERS

Let’s filter the data for z >= 7 (just to keep the plotting time reasonable) and plot a trend line.

ggplot(plot_d %>% filter(R_B_z >= 7), aes(x = date, y = R_B_z, color = TOTAL_WT_IN_GM)) + geom_point(size = 0.95, alpha = 0.7) + theme_economist()  + facet_wrap(. ~ CONSOL_REPORTER_NAME, ncol = 2 ) +
  theme(legend.text = element_text(size=7, angle = 45), panel.spacing = unit(2, "lines"))+
  scale_color_gradientn(colours = wes_palette("BottleRocket2", 4)) +
  labs (title="Reporter_Buyer Z-scores by REPORTER", subtitle = "| z-score | > 7", x = "date", y = "z-score")

There’s a lot to dig into here.
We’ll focus on three things:
1. Cardinal Health’s late surge in 2012.
2. Large massive shipments by Walgreen.
3. That one huge shipment by McKesson.

Digging deeper into the “big three”

CARDINAL

Cardinal Health data shows some interesting patterns in shipments to both Florida and Nevada. Let’s investigate some of the interesting behavior in the Cardinal Health Data shipping drugs to different States.

CARDINAL TO FL

By filtering the data for z-score > 50, we uncover some really large shipments to different cities in Florida with a single REPORTER-BUYER pair.

Elephant_Cardinal <- summary_data2 %>%
  filter(CONSOL_REPORTER_NAME == "CARDINAL HEALTH") %>%
  filter(R_B_z > 50) %>%
  select(REPORTER_NAME, REPORTER_CITY, REPORTER_STATE, BUYER_NAME, BUYER_CITY, BUYER_STATE,  date, TOTAL_WT_IN_GM) %>%
  yo
  
  
Elephant_Cardinal %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = F, position = "center") %>%
  row_spec(0, angle = 0, align = 'c', bold = F, color = "white", background = "#17367E") %>%
  kable_styling(font_size = 8) %>%
  scroll_box(width = "700px", height = "200px") %>%
  yo

REPORTER_NAME	REPORTER_CITY	REPORTER_STATE	BUYER_NAME	BUYER_CITY	BUYER_STATE	date	TOTAL_WT_IN_GM
CARDINAL HEALTH	MADISON	MS	WALGREEN	JACKSONVILLE	FL	2012-10-13	4592.064
CARDINAL HEALTH	MADISON	MS	WALGREEN	TAMPA	FL	2012-10-13	3228.995
CARDINAL HEALTH	MADISON	MS	WALGREEN	ORLANDO	FL	2012-10-13	2691.833
CARDINAL HEALTH	MADISON	MS	WALGREEN	JACKSONVILLE	FL	2012-11-13	3914.228
CARDINAL HEALTH	MADISON	MS	WALGREEN	TAMPA	FL	2012-11-13	3192.812
CARDINAL HEALTH	MADISON	MS	WALGREEN	JACKSONVILLE	FL	2012-12-13	3620.933
CARDINAL HEALTH	MADISON	MS	WALGREEN	TAMPA	FL	2012-12-13	2952.134

We can look at the statistics for this REPORTER/ BUYER pair.

plot_c <-summary_data2 %>%
  filter(CONSOL_REPORTER_NAME == "CARDINAL HEALTH") %>%
  filter(CONSOL_BUYER_NAME == "WALGREEN") %>%
  filter(REPORTER_STATE == "MS") %>%
  filter(BUYER_STATE == "FL") %>%
  filter(BUYER_CITY %in% c("ORLANDO", "JACKSONVILLE", "TAMPA")) %>%
  select(date, TOTAL_WT_IN_GM, BUYER_CITY) %>%
  yo
  

ggplot(plot_c, aes(x = date, y = TOTAL_WT_IN_GM, color = BUYER_CITY)) + geom_point(size = 2, alpha = 0.7) + theme_economist() +
  theme(legend.text = element_text(size=8, angle = 0), panel.spacing = unit(2, "lines"))+
  scale_color_manual(values = c("tomato", "bisque", "limegreen")) +
  labs (title="CARDINAL(MS) to WALGREEN (FL)", subtitle = "High-z shipments", x = "Date", y = "Total Weight (grams)")

Looks like there were two distinct shipping periods.

CARDINAL TO NV

There’s also a group of shipments that are really big (over 5000 grams) from 2010 to 2012.

Elephant_Big <- summary_data2 %>%
  filter(CONSOL_REPORTER_NAME == "CARDINAL HEALTH") %>%
  filter(R_B_z > 20) %>%
  filter(TOTAL_WT_IN_GM > 5000) %>%
  select(REPORTER_NAME, REPORTER_CITY, REPORTER_STATE, BUYER_NAME, BUYER_CITY, BUYER_STATE,  date, TOTAL_WT_IN_GM) %>%
  yo
  
  
Elephant_Big %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = F, position = "center") %>%
  row_spec(0, angle = 0, align = 'c', bold = F, color = "white", background = "#17367E") %>%
  kable_styling(font_size = 8) %>%
  scroll_box(width = "700px", height = "200px") %>%
  yo

REPORTER_NAME	REPORTER_CITY	REPORTER_STATE	BUYER_NAME	BUYER_CITY	BUYER_STATE	date	TOTAL_WT_IN_GM
CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SANFORD	FL	2010-07-13	6682.556
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2010-07-13	6590.906
CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SANFORD	FL	2010-08-13	8094.141
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2010-08-13	6495.028
CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SANFORD	FL	2010-09-13	8932.994
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2010-09-13	7566.536
CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SANFORD	FL	2010-10-13	8178.410
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2010-10-13	6362.112
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2010-11-13	6366.072
CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SANFORD	FL	2010-11-13	5412.184
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2010-12-13	6959.073
CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SANFORD	FL	2010-12-13	5527.149
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2011-01-13	7070.313
CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SANFORD	FL	2011-01-13	5672.005
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2011-02-13	6962.056
CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SANFORD	FL	2011-02-13	6351.695
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2011-03-13	7355.474
CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SANFORD	FL	2011-03-13	7176.351
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2011-04-13	6967.899
CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SANFORD	FL	2011-04-13	6824.390
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2011-05-13	6811.536
CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SANFORD	FL	2011-05-13	6293.067
CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SANFORD	FL	2011-06-13	7477.416
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2011-06-13	7314.175
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2011-07-13	7152.785
CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SANFORD	FL	2011-07-13	6898.496
CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SANFORD	FL	2011-08-13	8937.155
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2011-08-13	7646.857
CARDINAL HEALTH	LAKELAND	FL	HOLIDAY CVS	SANFORD	FL	2011-09-13	8097.712
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2011-09-13	7252.670
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2011-10-13	6631.595
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2011-11-13	7297.163
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2011-12-13	7394.889
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2012-01-13	7560.965
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2012-02-13	7305.727
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2012-03-13	7456.575
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2012-04-13	6882.739
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2012-05-13	6213.619
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2012-06-13	6234.426
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2012-07-13	6754.372
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2012-08-13	6498.883
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2012-09-13	6164.273
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2012-10-13	6481.164
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2012-11-13	6340.055
CARDINAL HEALTH	TOLLESON	AZ	NEVADA CVS PHARMACY	LAS VEGAS	NV	2012-12-13	6258.100

plot_c <-summary_data2 %>%
  filter(CONSOL_REPORTER_NAME == "CARDINAL HEALTH") %>%
  filter(CONSOL_BUYER_NAME == "CVS") %>%
  filter(REPORTER_STATE == "AZ") %>%
  filter(BUYER_STATE == "NV") %>%
  select(date, TOTAL_WT_IN_GM, BUYER_CITY, R_B_z) %>%
  yo
  

ggplot(plot_c, aes(x = date, y = TOTAL_WT_IN_GM, color = BUYER_CITY)) + geom_point(size = 2, alpha = 0.7) + theme_economist() +
  theme(legend.text = element_text(size=8, angle = 0), panel.spacing = unit(2, "lines"))+
  scale_color_manual(values = c("tomato", "bisque", "limegreen", "seashell", "orange", "plum")) +
  labs (title="CARDINAL (AZ) to CVS (NV)", subtitle = "High Z-score shipments", x = "Date", y = "Total Weight (grams)")

Again, we see extraordinary shipments from Cardinal Health in Arizona to CVS in Nevada. The shipments obviously required deliberate supplhy chain decisions.

WALGREEN

Walgreen is a large pharmaceutical chain store. It operates over 9000 stores in the United States. It has been implicated in the opioid crisis. Accoring to the Washington Post, Walgreen handled about 20% of opioid presciptions. Unlike other pharmaceutral chains, Walgreen operates its own distrubution network and was in a unique position to detect patterns of abuse. Let’s look at some of the shipment patterns.

Elephant_Big <- summary_data2 %>%
  filter(CONSOL_REPORTER_NAME == "WALGREEN") %>%
  filter(R_B_z > 20) %>%
  filter(TOTAL_WT_IN_GM > 10000) %>%
  select(REPORTER_NAME, REPORTER_CITY, REPORTER_STATE, BUYER_NAME, BUYER_CITY, BUYER_STATE,  date, TOTAL_WT_IN_GM, R_B_z) %>%
  yo
  
  
Elephant_Big %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = F, position = "center") %>%
  row_spec(0, angle = 0, align = 'c', bold = F, color = "white", background = "#17367E") %>%
  kable_styling(font_size = 8) %>%
  scroll_box(width = "700px", height = "200px") %>%
  yo

REPORTER_NAME	REPORTER_CITY	REPORTER_STATE	BUYER_NAME	BUYER_CITY	BUYER_STATE	date	TOTAL_WT_IN_GM	R_B_z
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2006-08-13	10420.78	20.61162
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2006-10-13	10185.27	20.13712
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2007-01-13	10522.18	20.81590
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2007-03-13	10754.22	21.28341
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2007-05-13	11348.67	22.48109
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2007-08-13	10639.64	21.05256
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2007-10-13	10399.90	20.56955
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2007-12-13	10209.56	20.18606
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2008-01-13	11366.41	22.51682
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2008-02-13	10765.85	21.30685
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2008-03-13	11671.52	23.13154
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2008-04-13	11594.23	22.97583
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2008-05-13	10431.38	20.63298
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2008-08-13	10358.83	20.48681
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2008-09-13	10728.91	21.23242
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2008-10-13	10803.18	21.38206
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2008-12-13	10606.09	20.98496
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2009-06-13	10225.57	20.21831
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2009-09-13	10686.41	21.14680
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2009-10-13	10677.58	21.12901
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2009-12-13	12740.52	25.28532
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2010-02-13	10146.50	20.05900
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2010-03-13	12399.67	24.59859
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2010-05-13	11154.93	22.09074
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2010-06-13	11661.76	23.11189
WALGREEN	JUPITER	FL	WALGREEN	ORLANDO	FL	2010-07-13	11645.19	23.07850
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2010-07-13	10667.27	21.10824
WALGREEN	JUPITER	FL	WALGREEN	ORLANDO	FL	2010-08-13	15992.12	31.83650
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2010-08-13	11553.55	22.89388
WALGREEN	JUPITER	FL	WALGREEN	ORLANDO	FL	2010-09-13	17553.76	34.98283
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2010-09-13	12415.67	24.63084
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2010-09-13	11400.57	22.58564
WALGREEN	WOODLAND	CA	WALGREEN	SAN FRANCISCO	CA	2010-09-13	10231.75	20.23077
WALGREEN	JUPITER	FL	WALGREEN	ORLANDO	FL	2010-10-13	13615.87	27.04895
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2010-10-13	12813.54	25.43244
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2010-10-13	12502.95	24.80667
WALGREEN	WOODLAND	CA	WALGREEN	SAN FRANCISCO	CA	2010-10-13	10878.10	21.53301
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	PHOENIX	AZ	2010-10-13	10666.65	21.10697
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2010-11-13	14226.69	28.27960
WALGREEN	JUPITER	FL	WALGREEN	ORLANDO	FL	2010-11-13	13605.72	27.02849
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2010-11-13	12932.01	25.67113
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	PHOENIX	AZ	2010-11-13	11105.75	21.99166
WALGREEN	JUPITER	FL	WALGREEN	ORLANDO	FL	2010-12-13	13296.67	26.40584
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2010-12-13	10719.99	21.21444
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2010-12-13	10573.05	20.91840
WALGREEN	JUPITER	FL	WALGREEN	TAMPA	FL	2010-12-13	10464.25	20.69920
WALGREEN	JUPITER	FL	WALGREEN	ST PETERSBURG	FL	2010-12-13	10241.11	20.24962
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2011-01-13	13485.56	26.78639
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	PHOENIX	AZ	2011-01-13	11219.16	22.22015
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2011-01-13	10868.90	21.51446
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2011-02-13	12203.16	24.20267
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2011-02-13	11049.09	21.87751
WALGREEN	JUPITER	FL	WALGREEN	ORLANDO	FL	2011-02-13	10967.59	21.71331
WALGREEN	JUPITER	FL	WALGREEN	ORLANDO	FL	2011-03-13	15698.57	31.24508
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2011-03-13	15447.10	30.73842
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2011-03-13	12875.08	25.55644
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	PHOENIX	AZ	2011-03-13	12424.50	24.64863
WALGREEN	JUPITER	FL	WALGREEN	ST PETERSBURG	FL	2011-03-13	11230.77	22.24354
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2011-03-13	10337.14	20.44309
WALGREEN	JUPITER	FL	WALGREEN	TAMPA	FL	2011-03-13	10336.73	20.44227
WALGREEN	JUPITER	FL	WALGREEN	ST PETERSBURG	FL	2011-04-13	12969.10	25.74586
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2011-04-13	12540.78	24.88290
WALGREEN	JUPITER	FL	WALGREEN	ORLANDO	FL	2011-04-13	12241.90	24.28073
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2011-04-13	11353.28	22.49036
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	PHOENIX	AZ	2011-04-13	10929.46	21.63647
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2011-05-13	14546.65	28.92424
WALGREEN	JUPITER	FL	WALGREEN	ORLANDO	FL	2011-05-13	14111.36	28.04723
WALGREEN	JUPITER	FL	WALGREEN	ST PETERSBURG	FL	2011-05-13	13923.70	27.66915
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2011-05-13	12388.20	24.57548
WALGREEN	JUPITER	FL	WALGREEN	TAMPA	FL	2011-05-13	10639.04	21.05136
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	PHOENIX	AZ	2011-05-13	10638.63	21.05053
WALGREEN	JUPITER	FL	WALGREEN	ST PETERSBURG	FL	2011-06-13	16730.94	33.32504
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2011-06-13	14391.56	28.61176
WALGREEN	JUPITER	FL	WALGREEN	ORLANDO	FL	2011-06-13	13582.68	26.98207
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2011-06-13	12560.82	24.92326
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	PHOENIX	AZ	2011-06-13	11962.13	23.71706
WALGREEN	JUPITER	FL	WALGREEN	TAMPA	FL	2011-06-13	11611.50	23.01063
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2011-06-13	11587.58	22.96242
WALGREEN	JUPITER	FL	WALGREEN	ST PETERSBURG	FL	2011-07-13	15376.93	30.59704
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2011-07-13	13015.21	25.83875
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2011-07-13	10863.70	21.50398
WALGREEN	JUPITER	FL	WALGREEN	TAMPA	FL	2011-07-13	10376.64	20.52267
WALGREEN	JUPITER	FL	WALGREEN	ORLANDO	FL	2011-07-13	10124.13	20.01393
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2011-08-13	15285.86	30.41357
WALGREEN	JUPITER	FL	WALGREEN	ST PETERSBURG	FL	2011-08-13	12590.15	24.98236
WALGREEN	JUPITER	FL	WALGREEN	ORLANDO	FL	2011-08-13	12272.44	24.34225
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2011-08-13	11806.05	23.40260
WALGREEN	JUPITER	FL	WALGREEN	TAMPA	FL	2011-08-13	11540.14	22.86685
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2011-08-13	11376.76	22.53769
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	PHOENIX	AZ	2011-08-13	11124.80	22.03005
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2011-09-13	14116.47	28.05752
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2011-09-13	12429.75	24.65919
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	PHOENIX	AZ	2011-09-13	10964.82	21.70773
WALGREEN	JUPITER	FL	WALGREEN	TAMPA	FL	2011-09-13	10669.45	21.11262
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2011-10-13	14237.63	28.30163
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2011-10-13	13503.40	26.82233
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2011-10-13	10402.81	20.57540
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	PHOENIX	AZ	2011-10-13	10196.57	20.15988
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2011-11-13	17354.54	34.58144
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2011-11-13	16631.71	33.12511
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2011-11-13	13730.88	27.28066
WALGREEN	JUPITER	FL	WALGREEN	ORLANDO	FL	2011-11-13	11308.20	22.39955
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	PHOENIX	AZ	2011-11-13	11115.70	22.01171
WALGREEN	JUPITER	FL	WALGREEN	TAMPA	FL	2011-11-13	10681.21	21.13631
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2011-12-13	21361.54	42.65457
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2011-12-13	14934.90	29.70647
WALGREEN	JUPITER	FL	WALGREEN	ORLANDO	FL	2011-12-13	12759.47	25.32350
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	PHOENIX	AZ	2011-12-13	12234.19	24.26520
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2011-12-13	12022.93	23.83956
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2012-01-13	17683.24	35.24370
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2012-01-13	15234.06	30.30920
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2012-01-13	11887.31	23.56631
WALGREEN	JUPITER	FL	WALGREEN	TAMPA	FL	2012-01-13	10187.79	20.14220
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2012-02-13	18487.43	36.86395
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2012-02-13	17284.34	34.44002
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2012-02-13	13581.27	26.97924
WALGREEN	JUPITER	FL	WALGREEN	TAMPA	FL	2012-02-13	10351.68	20.47240
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2012-03-13	21420.11	42.77258
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2012-03-13	16041.90	31.93680
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2012-03-13	12733.65	25.27148
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2012-04-13	19809.01	39.52660
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2012-04-13	16860.31	33.58570
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2012-04-13	11494.70	22.77530
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2012-05-13	21197.10	42.32327
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2012-05-13	15985.73	31.82364
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2012-05-13	13241.51	26.29470
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2012-06-13	19133.42	38.16546
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2012-06-13	14218.86	28.26383
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2012-06-13	11017.07	21.81300
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2012-07-13	19476.02	38.85571
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2012-07-13	15651.56	31.15036
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2012-07-13	10667.01	21.10770
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2012-08-13	21967.56	43.87555
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2012-08-13	15305.48	30.45310
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2012-08-13	13355.83	26.52503
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2012-09-13	20330.52	40.57732
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2012-09-13	14993.97	29.82547
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2012-09-13	11750.87	23.29143
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2012-10-13	20145.35	40.20424
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2012-10-13	18887.55	37.67010
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2012-10-13	13737.97	27.29493
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	PHOENIX	AZ	2012-10-13	10229.14	20.22551
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2012-11-13	17296.54	34.46459
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2012-11-13	16648.52	33.15898
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2012-11-13	12469.64	24.73957
WALGREEN	WOODLAND	CA	WALGREEN ARIZONA DRUG	TUCSON	AZ	2012-12-13	17278.67	34.42858
WALGREEN	WOODLAND	CA	WALGREEN	LAS VEGAS	NV	2012-12-13	15070.26	29.97918
WALGREEN	PERRYSBURG	OH	WALGREEN	MILWAUKEE	WI	2012-12-13	11855.32	23.50185

A remarkable point is that all of these shipments are “internal” meaning within Walgreen. Let’s focus on shipments from Woodland, CA.

plot_c <-summary_data2 %>%
  filter(CONSOL_REPORTER_NAME == "WALGREEN") %>%
  filter(R_B_z > 20) %>%
  filter(TOTAL_WT_IN_GM>9000) %>%
  filter(REPORTER_STATE == "CA") %>%
  filter(REPORTER_CITY == "WOODLAND") %>%
  select(date, TOTAL_WT_IN_GM, BUYER_CITY, BUYER_STATE, R_B_z) %>%
  yo
  

ggplot(plot_c , aes(x = date, y = TOTAL_WT_IN_GM, color = BUYER_CITY)) + geom_point(size = 2, alpha = 0.7) + theme_economist() +
  theme(legend.text = element_text(size=8, angle = 0), panel.spacing = unit(2, "lines"))+
  scale_color_manual(values = c("tomato", "bisque", "limegreen", "seashell", "orange", "plum")) +
  labs (title="WALGREEN SHIPMENTS FROM WOODLAND, CA)", subtitle = "z > 20 and WT > 9kg", x = "Date", y = "Total Weight (grams)")

Again, these are huge shipments, reflecting dramatic changes in supply logistics. It is hard to imagine why such large shipments to Tucson, AZ would be needed. Especially since, as the graph below shows, the amounts being shipped out of Tucson were quite small in comparison.

WALGREEN TO AZ

Tucson <- summary_data2 %>%
  filter(CONSOL_REPORTER_NAME == "WALGREEN") %>%
  filter(REPORTER_STATE == "CA") %>%
  filter(REPORTER_CITY == "WOODLAND") %>%
  filter(BUYER_STATE == "AZ") %>%
  filter(BUYER_CITY %in% c("TUCSON", "PHOENIX")) %>%
  yo

ggplot(Tucson, aes(x = date, y = TOTAL_WT_IN_GM, color = BUYER_CITY)) + geom_point() + 
  theme_economist() +
  theme(legend.text = element_text(size=8, angle = 0), panel.spacing = unit(2, "lines"))+
  scale_color_manual(values = c("tomato", "bisque", "limegreen", "seashell", "orange", "plum")) +
  labs (title="WALGREEN (CA) to AZ", subtitle = "", x = "Date", y = "Total Weight (grams)") + ylim(0, 22500)

WALGREEN TO WA

We can compare that to some major Washington cities. Here there is little variation over the timline and relatively small shipment volumes.

Washington <- summary_data2 %>%
  filter(CONSOL_REPORTER_NAME == "WALGREEN") %>%
  filter(REPORTER_STATE == "CA") %>%
  filter(BUYER_STATE == "WA") %>%
  filter(BUYER_CITY %in% c("SEATTLE", "OLYMPIA", "TACOMA", "VANCOUVER")) %>%
  yo

ggplot(Washington, aes(x = date, y = TOTAL_WT_IN_GM, color = BUYER_CITY)) + geom_point() + 
  theme_economist() +
  theme(legend.text = element_text(size=8, angle = 0), panel.spacing = unit(2, "lines"))+
  scale_color_manual(values = c("tomato", "bisque", "limegreen", "seashell", "orange", "plum")) +
  labs (title="Volume Increase in Walgreen Shipments to WA ", subtitle = "All Shipments Originate in Woodland, CA", x = "Date", y = "Total Weight (grams)")+ ylim(0, 22500)

WALGREEN TO NV

Nevada <- summary_data2 %>%
  filter(CONSOL_REPORTER_NAME == "WALGREEN") %>%
  filter(REPORTER_STATE == "CA") %>%
  filter(REPORTER_CITY == "WOODLAND") %>%
  filter(BUYER_STATE == "NV") %>%
  filter(BUYER_CITY %in% c("LAS VEGAS", "NORTH LAS VEGAS", "HENDERSON")) %>%
  yo

ggplot(Nevada, aes(x = date, y = TOTAL_WT_IN_GM, color = BUYER_CITY)) + geom_point() + 
  theme_economist() +
  theme(legend.text = element_text(size=8, angle = 0), panel.spacing = unit(2, "lines"))+
  scale_color_manual(values = c("tomato", "bisque", "limegreen", "seashell", "orange", "plum")) +
  labs (title="Volume Increase in Walgreen Shipments to NV ", subtitle = "All Shipments Originate in Woodland, CA", x = "Date", y = "Total Weight (grams)") + ylim(0, 22000)

WALGREEN TO FL

Florida <- summary_data2 %>%
  filter(CONSOL_REPORTER_NAME == "WALGREEN") %>%
  #filter(REPORTER_STATE == "CA") %>%
  #filter(REPORTER_CITY == "WOODLAND") %>%
  filter(BUYER_CITY %in% c("TAMPA", "   ORLANDO", " ST PETERSBURG", "JACKSONVILLE", "FT PIERCE", "FT MYERS", "PORT RICHEY")) %>%
  filter(BUYER_STATE == "FL") %>%
  yo

ggplot(Florida, aes(x = date, y = TOTAL_WT_IN_GM, fill = BUYER_CITY)) + geom_point(size = 2, pch = 21, color = "grey70") + 
  theme_economist() +
  theme(legend.text = element_text(size=8, angle = 0), panel.spacing = unit(2, "lines"))+
  scale_fill_manual(values = c("tomato", "bisque", "limegreen", "seashell", "orange", "plum", "salmon4")) +
  labs (title="Volume Increase in Walgreen Shipments to FL ", subtitle = "All Shipments Originate in Woodland, CA", x = "Date", y = "Total Weight (grams)") + ylim(0, 22000)

YEARLY SHIPMENTS TO AZ

Finally, we can just look at Net Flows. First let’s compute the flows in, the flows out, and the flows inside AZ.

Total_into_Az <- summary_data2 %>%
  filter(CONSOL_REPORTER_NAME == "WALGREEN") %>%
  filter(CONSOL_BUYER_NAME == "WALGREEN") %>%
  filter(REPORTER_STATE != "AZ") %>%
  filter(BUYER_STATE == "AZ") %>%
  group_by(YEAR) %>%
  summarize(TOTAL_INTO_KG = sum(TOTAL_WT_IN_GM/1000) %>%round(1)) %>%
  yo

Total_inside_Az <- summary_data2 %>%
  filter(CONSOL_REPORTER_NAME == "WALGREEN") %>%
  filter(CONSOL_BUYER_NAME == "WALGREEN") %>%
  filter(BUYER_STATE == "AZ") %>%
  filter(REPORTER_STATE == "AZ") %>%
  group_by(YEAR) %>%
  summarize(TOTAL_INSIDE_KG = sum(TOTAL_WT_IN_GM/1000)%>%round(1)) %>%
  yo


Total_out_Az <- summary_data2 %>%
  filter(CONSOL_REPORTER_NAME == "WALGREEN") %>%
  filter(CONSOL_BUYER_NAME == "WALGREEN") %>%
  filter(REPORTER_STATE == "AZ") %>%
  filter(BUYER_STATE != "AZ") %>%
  group_by(YEAR) %>%
  summarize(TOTAL_OUT_KG = sum(TOTAL_WT_IN_GM/1000)%>%round(1)) %>%
  yo

Then we combine the results.

AZ_Summary <- Total_into_Az %>%
  left_join(Total_inside_Az, by = "YEAR") %>%
  left_join(Total_out_Az, by = "YEAR") %>%
  mutate(AZ_SHIP_KG = TOTAL_INSIDE_KG + TOTAL_OUT_KG) %>%
  yo

AZ_Summary %>% kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = F, position = "center") %>%
  row_spec(0, angle = 0, align = 'c', bold = F, color = "white", background = "#17367E") %>%
  kable_styling(font_size = 8) %>%
  scroll_box(width = "700px", height = "200px") %>%
  yo

YEAR	TOTAL_INTO_KG	TOTAL_INSIDE_KG	TOTAL_OUT_KG	AZ_SHIP_KG
2006	495.9	21.0	143.8	164.8
2007	562.8	19.2	175.1	194.3
2008	592.2	21.2	204.4	225.6
2009	599.9	34.4	234.1	268.5
2010	673.4	49.9	253.7	303.6
2011	857.3	68.4	228.5	296.9
2012	774.8	59.8	196.1	255.9

and finally plot them.

AZ_Plot <- AZ_Summary %>% pivot_longer(c('TOTAL_INTO_KG', 'TOTAL_INSIDE_KG', 'TOTAL_OUT_KG', 'AZ_SHIP_KG'), names_to = "FLOW", values_to = "kg")

ggplot(AZ_Plot, aes(x = as.numeric(YEAR), y = kg, color =FLOW)) + geom_line(size = 3, alpha = 0.7) +
  theme_economist() +
  theme(legend.text = element_text(size=8, angle = 0), panel.spacing = unit(2, "lines"))+
  scale_color_manual(values = wes_palette("Moonrise2", 4, type = "discrete")) +
  labs (title="Volume Increase in Walgreen Shipments to Cities ", subtitle = "Woodland, CA to Arizonma City indicated", x = "Date", y = "Total Weight (grams)")

Documented flows into the state dwarf those inside or out of the state.

CONCLUSIONS

We’ve looked at the Washington Post Opioid Dataset as summarized on a monthly basis for all REPORTER and BUYER pairs. The distribution of Opioids is dominated by four large companies.

Possible next steps:
- Look in more detail at the prescibers in state.
- compare to population statistics.
- find records of criminal behavior.
- map the results.
- create an interactive data interrogation tool. - More detailed digging into major distrubtors like Walgreen.

t_end <- ymd_hms(Sys.time())

time_x <- t_end - t_start

This document took 2.5 minutes to execute

fin