cleaning and Transforming COVID Lawsuits Data

Research design

Things to think about

• firm versus establishment I want to be able to say something like, if you operate in CA and in the retail industry, your probability of getting sued is 79%. A potential problem is that many firms have more than one establishment in a state. For example, if Walmart gets sued five times in New Hampshire, do we know five different establishments (location) of Walmart got sued or only one got sued five times. This would make a difference in the probability.
  • At the moment, firm level analysis makes more sense to me so that all the lawsuits against Walmart can be treated as one. We can collapse data to unique defendants to calculate the probability of lawsuits. Then case-specific information (e.g., case summary) is lost. Perhaps, we can aggregate them per row of defendant.
• number of times getting sued If we are predicting a binary outcome (sued or not sued) and its probability, we are ignoring number of times getting used. For example, Princess cruise got sued 43 times (although they all seem similary, understandably so).
• geographic unit How fine a geographic level do we want to go? State-level analysis seems most logical. City has too many NAs. I’m not sure whether adding juridiction makes sense. I guess I will throw in all variables and add prefix of “state_” to the state characteristic variables (e.g., state_income for state median household income).

approach to analyze businesses

1. Subset energy firms from HAK data
   1. Extract energy firms from S&P500 using the tidyquant package
   2. Extract the first word from the energy firms’ names
   3. Search the first word of the names in the defendant variables of HAK data
2. Import predictors
   1. financial data from tidyquant, market capitalization or employment to control for the company size
   2. COVID excess deaths in the state of company’s headquarters
   3. company responses/policies, from news media?
3. Make it timeseries data
   1. times series: COVID excess deaths, lawsuits, company responses?
   2. cross setion: market capitalization or employment

library(tidyverse)
library(tidyquant)
library(tidytext)
library(skimr)
# If you do not have BiocManager installed:
#install.packages('BiocManager')
# Then, if sars2pack is not already installed:
#BiocManager::install('seandavi/sars2pack')
library(sars2pack) # excess deaths by the Economist

Import data

Import HAK lawsuits data

DIR <- "C:/Users/sclee1/OneDrive/Documents/R/COVID/"
lawSuits <- read_csv(paste0(DIR,"data_20200722.csv"))

S&P600

Industry classification

tq_index_options()
## [1] "DOW"       "DOWGLOBAL" "SP400"     "SP500"     "SP600"
SP600 <- 
  tq_index("SP600") %>%
  mutate_if(is.character, as.factor)

• 601 companies and 8 variables that characterize them
• 2 numeric data and 6 factors
• Of 6 factors, only sector seems useful as four others have a unique value per firm and local currency has the same value for all firms.
• Both numeric variables have a positively skewed distribution.

Excess deaths by the Economist

It was imported from the sars2pack package.

# Show me all the available datasets
available_datasets()
##                                                                     name
## 1                           United States CDC Social Vulnerability Index
## 2                          Extensive United States hospital capabilities
## 3                     The Economist: Excess deaths during COVID pandemic
## 4                              The : Excess deaths during COVID pandemic
## 5  US county health rankings from 'https://www.countyhealthrankings.org'
## 6                                 CoronaNet government response database
## 7                                 Country metadata from restcountries.eu
## 8                          Our World In Data testing and cases reporting
## 9                 GISAID metadata from thousands of SARS-CoV-2 sequences
## 10                    Newick tree from thousands of SARS-CoV-2 sequences
## 11                                          US CDC excess deaths dataset
## 12                            Published epidemic parameters for COVID-19
## 13                                    Aggregated projections from US CDC
## 14                                                  Google mobility data
## 15                         World Health Organization (WHO) case tracking
## 16                                           European CDC world tracking
## 17                                                    beoutbreakprepared
## 18                                             EU data Github aggregator
## 19                                          Descartes Labs Mobility Data
## 20                                         Apple mobility data from maps
## 21                                                             USA Facts
## 22                                                 Johns Hopkins dataset
## 23                                         Johns Hopkins US-centric data
## 24                                      New York Times county level data
## 25                                       New York Times state level data
## 26                                 Kaiser Family Foundation ICU bed data
## 27              United Nations World population by gender, age, and year
## 28                         United States county-level geographic details
## 29                                                     CovidTracker data
## 30                           CovidCare United States Healthcare Capacity
## 31                     Oxford Government Policy Intervention time series
## 32                                          Healthdata.org mobility data
## 33         Healthdata.org projections of hospital utilization and deaths
## 34                              United States social distancing policies
## 35                                  OECD International Unemployment Data
## 36         healthdata.org COVID-19 Mobility Observations and Projections
## 37          healthdata.org COVID-19 Testing Observations and Projections
##                              accessor                               data_type
## 1      cdc_social_vulnerability_index                            demographics
## 2                 us_hospital_details                     healthcare capacity
## 3             economist_excess_deaths      time series, deaths, excess deaths
## 4       financial_times_excess_deaths      time series, deaths, excess deaths
## 5           us_county_health_rankings                            demographics
## 6  coronanet_government_response_data                           public policy
## 7                    country_metadata                            demographics
## 8                           owid_data     time series, cases, deaths, testing
## 9               cov_glue_lineage_data                               line list
## 10               cov_glue_newick_data                            phylogenetic
## 11                  cdc_excess_deaths      time series, deaths, excess deaths
## 12          param_estimates_published                           miscellaneous
## 13         cdc_aggregated_projections                             projections
## 14               google_mobility_data                                mobility
## 15                          ecdc_data              time series, cases, deaths
## 16                          ecdc_data              time series, cases, deaths
## 17            beoutbreakprepared_data                               line list
## 18                 eu_data_cache_data              time series, cases, deaths
## 19            descartes_mobility_data                   time series, mobility
## 20                apple_mobility_data                   time series, mobility
## 21                     usa_facts_data              time series, cases, deaths
## 22                           jhu_data              time series, cases, deaths
## 23                        jhu_us_data              time series, cases, deaths
## 24                nytimes_county_data              time series, cases, deaths
## 25                 nytimes_state_data              time series, cases, deaths
## 26                       kff_icu_beds                     healthcare capacity
## 27              world_population_data                demographics, geographic
## 28              us_county_geo_details                demographics, geographic
## 29                  covidtracker_data     time series, cases, deaths, testing
## 30             us_healthcare_capacity                     healthcare capacity
## 31         government_policy_timeline                           public policy
## 32           healthdata_mobility_data      time series, projections, mobility
## 33        healthdata_projections_data time series, projections, cases, deaths
## 34         us_state_distancing_policy                           public policy
## 35             oecd_unemployment_data                  economics, time series
## 36           healthdata_mobility_data      mobility, time series, projections
## 37            healthdata_testing_data       testing, time series, projections
##    geographical geospatial               region                     resolution
## 1          TRUE      FALSE        United States                         admin2
## 2          TRUE       TRUE        United States            individual hospital
## 3          TRUE      FALSE        International                 admin0, admin1
## 4          TRUE      FALSE        International                 admin0, admin1
## 5          TRUE      FALSE        United States         admin0, admin1, admin2
## 6          TRUE      FALSE                World                 admin0, admin1
## 7          TRUE      FALSE                World                         admin0
## 8          TRUE      FALSE                World                         admin0
## 9          TRUE      FALSE                World                       multiple
## 10        FALSE      FALSE                World                       multiple
## 11         TRUE      FALSE        United States                         admin1
## 12        FALSE      FALSE                 NULL                           NULL
## 13         TRUE      FALSE                 NULL                 admin0, admin1
## 14         TRUE      FALSE                World         admin0, admin1, admin2
## 15         TRUE      FALSE                World                         admin0
## 16         TRUE      FALSE                World                         admin0
## 17         TRUE      FALSE                World                        patient
## 18         TRUE      FALSE               Europe                 admin0, admin1
## 19         TRUE      FALSE        United States                         admin1
## 20         TRUE      FALSE                World admin0, admin1, admin2, admin3
## 21         TRUE      FALSE        United States                         admin1
## 22         TRUE      FALSE                World                         admin0
## 23         TRUE      FALSE        United States                 admin1, admin2
## 24         TRUE      FALSE        United States                         admin2
## 25         TRUE      FALSE        United States                         admin1
## 26         TRUE       TRUE        United States            Individual hospital
## 27         TRUE       TRUE                World                         admon1
## 28         TRUE       TRUE        United States                         admin2
## 29         TRUE      FALSE        United States                         admin1
## 30         TRUE       TRUE        United States            Individual hospital
## 31         TRUE      FALSE                World                         admin0
## 32         TRUE      FALSE United States, World                 admin1, admin2
## 33         TRUE      FALSE United States, World                 admin1, admin2
## 34         TRUE      FALSE        United States                         admin1
## 35         TRUE      FALSE                World                         admin0
## 36         TRUE      FALSE        International                 admin0, admin1
## 37         TRUE      FALSE        International                 admin0, admin1
##                                                                                                                 url
## 1                                                                                              https://svi.cdc.gov/
## 2                                                            https://hub.arcgis.com/datasets/geoplatform::hospitals
## 3                                                    https://github.com/TheEconomist/covid-19-excess-deaths-tracker
## 4                                              https://github.com/Financial-Times/coronavirus-excess-mortality-data
## 5                                                                              https://www.countyhealthrankings.org
## 6                                                                          https://coronanet-project.org/index.html
## 7                                                                                          https://restcountries.eu
## 8                                                                            https://ourworldindata.org/coronavirus
## 9                                                                             https://github.com/hCoV-2019/lineages
## 10                                                                            https://github.com/hCoV-2019/lineages
## 11                                                    https://www.cdc.gov/nchs/nvss/vsrr/covid19/excess_deaths.html
## 12   https://github.com/midas-network/COVID-19/blob/master/parameter_estimates/2019_novel_coronavirus/estimates.csv
## 13                                         https://www.cdc.gov/coronavirus/2019-ncov/covid-data/forecasting-us.html
## 14                                                                         https://www.google.com/covid19/mobility/
## 15                                                                                         https://covid19.who.int/
## 16                                                                           https://www.ecdc.europa.eu/en/covid-19
## 17                                                                   https://github.com/beoutbreakprepared/nCoV2019
## 18                                                                 https://github.com/covid19-eu-zh/covid19-eu-data
## 19                                                      https://raw.githubusercontent.com/descarteslabs/DL-COVID-19
## 20                                                                           https://www.apple.com/covid19/mobility
## 21                                             https://usafacts.org/visualizations/coronavirus-covid-19-spread-map/
## 22                                                                       https://github.com/CSSEGISandData/COVID-19
## 23                                                                       https://github.com/CSSEGISandData/COVID-19
## 24                                                          https://raw.githubusercontent.com/nytimes/covid-19-data
## 25                                                          https://raw.githubusercontent.com/nytimes/covid-19-data
## 26 https://khn.org/news/as-coronavirus-spreads-widely-millions-of-older-americans-live-in-counties-with-no-icu-beds
## 27                                                      https://population.un.org/wpp/Download/Standard/Population/
## 28                                                                     https://github.com/josh-byster/fips_lat_long
## 29                                                                                       https://covidtracking.com/
## 30                                                     https://github.com/covidcaremap/covid19-healthsystemcapacity
## 31                  https://www.bsg.ox.ac.uk/research/research-projects/oxford-covid-19-government-response-tracker
## 32                                                                                  http://www.healthdata.org/covid
## 33                                                                                  http://www.healthdata.org/covid
## 34                                                          https://github.com/COVID19StatePolicy/SocialDistancing/
## 35                                                                                                 https://oecd.org
## 36                                                                       https://covid19.healthdata.org/projections
## 37                                                                       https://covid19.healthdata.org/projections

# The economist excess number of deaths
# subnational data: state level data for US
# weekly data from 12/29/2019 - 8/1/2020
excess_deaths <- economist_excess_deaths()

Clean up

HAK lawsuits data

Issues with data include:

• State
  • Some are spelled as Hawai’i while others are Hawaii. They are both revised to Hawaii.
  • Some are spelled as Dist. of Columbia while others are District of Columbia. They are both revised to District of Columbia.
  • There is one case that has Federal Circuits in the State variable (of data_202007ss). It was replaced by California (See the summery of the case).
  • There are two cases that has 0 in the State variable (of data_202007ss). They mean multi-district level cases. Just leave them as it is as it is something meaningful.
  • There are three cases that has Vancouver in the State variable (of data_202007ss). Does the data include Canadian cases included? They are left as they are.
• Jurisdition
  • Some are spelled as Hawai’i while others are Hawaii. They are both revised to Hawaii.
• Defendant and Plaintiff
  • Some cases have Doe(s) in party names. John Doe and Jane Doe are used as fictitious names when parties do not want to reveal their identity. This could be an interesting variable. Create a new variable, Doe.
  • Some foreign entities are excluded: china, World Health Organization
  • There are 213 cases that have no information on defendants. Many don’t have info on plaintiffs either. It turns out they are class action lawsuits in insurance cases. But not all of them are.
  • A huge challenge is that some defedants (probably plaintiffs as well) are involved in multiple cases under slightly different names or different entities of the same company. It’s important that all companies is recorded under one name.

# Correct misspellings
# other questions: Federal Circuits, 0, Vancouver, replace them with NA?
lawSuits_processed <-
  lawSuits %>% 
  mutate(State = str_replace(State, "Hawai'i", "Hawaii"),
         State = str_replace(State, "Federal Circuits", "California"),
         State = str_replace(State, "Dist. of Columbia", "District of Columbia"),
         Jurisdiction = str_replace(Jurisdiction, "Hawai'i", "Hawaii"),
         Defendant = str_replace(Defendant, "Hawai'i", "Hawaii"),
         Doe_def = ifelse(str_detect(Defendant, "Does?"), 1, 0),
         Doe_plt = ifelse(str_detect(Plaintiff, "Does?"), 1, 0)) %>%
  #remove foriegn entities
  filter(!str_detect(Defendant, regex("china|World Health Organization", ignore_case = TRUE))) %>%
  # Insert fake date for state with lawsuits
  mutate(DateFiled = replace_na(`Date Complaint Filed`, "1-1-1000 0:00"),
         DateFiled = lubridate::mdy_hm(DateFiled),
         DateFiled = as.Date(DateFiled),
         WeekFiled = week(DateFiled+3)) %>% #makes 2019-12-29   2020-01-04 Week1, instead of 2010-01-01 2010-01-07, so that it matches week in the excess deaths of the Economist
  dplyr::select(-`Date Complaint Filed`)

# Split defendants so that the row represents a single defendant
lawSuits_perDef <-
  lawSuits_processed %>%
  separate_rows(Defendant, sep = ";") %>%
  mutate(Defendant = str_trim(Defendant)) %>%
  filter(Defendant != "") %>%
  mutate_if(is.character, as.factor)

skim(lawSuits_perDef)

Data summary

Name	lawSuits_perDef
Number of rows	7957
Number of columns	22
_______________________
Column type frequency:
Date	1
factor	15
logical	1
numeric	5
________________________
Group variables	None

Variable type: Date

skim_variable	n_missing	complete_rate	min	max	median	n_unique
DateFiled	0	1	2020-01-30	2020-07-20	2020-05-14	130

Variable type: factor

skim_variable	n_missing	complete_rate	ordered	n_unique	top_counts
Docket Number	0	1.00	FALSE	3392	202: 84, 1:2: 83, 4:2: 71, 20C: 69
Class Action	7627	0.04	FALSE	1	Cla: 330
NOS Description	4120	0.48	FALSE	59	Oth: 915, Ins: 586, Oth: 507, Vot: 363
HAK NOS	0	1.00	FALSE	70	Ins: 1263, Non: 738, Bus: 708, Vot: 479
City	5495	0.31	FALSE	156	Los: 346, Chi: 173, Atl: 117, San: 99
State	0	1.00	FALSE	53	New: 1547, Cal: 1389, Flo: 518, Tex: 482
Jurisdiction	0	1.00	FALSE	448	Bro: 522, USD: 396, New: 275, USD: 231
Judge	4117	0.48	FALSE	769	Una: 348, Wal: 88, Mar: 86, McI: 69
Summary Description	1	1.00	FALSE	3116	Con: 84, Civ: 83, Dec: 83, Vot: 71
Plaintiff	0	1.00	FALSE	3300	The: 84, The: 83, Kir: 71, Abe: 69
Plaintiff Law Firm	2543	0.68	FALSE	1231	The: 258, Leg: 126, Whi: 90, Kap: 84
Plaintiff Lawyer	0	1.00	FALSE	2311	Pro: 209, Pro: 129, Har: 102, Cha: 84
Defendant	0	1.00	FALSE	5530	Doe: 213, Ant: 167, Cyn: 164, Cyn: 155
Defendant Law Firm	7919	0.00	FALSE	10	Ark: 18, Rin: 5, Att: 3, Ess: 2
Defendant Laywer	7894	0.01	FALSE	16	Dyl: 18, Cha: 14, Gar: 5, Cor: 3

Variable type: logical

skim_variable	n_missing	complete_rate	mean	count
Files	7957	0	NaN	:

Variable type: numeric

skim_variable	n_missing	complete_rate	mean	sd	p0	p25	p50	p75	p100	hist
ComplaintID	0	1	88349320.49	2.503169e+09	25054896	25479106	25550379	25692151	9.991e+10	▇▁▁▁▁
NOS Code	0	1	204.10	2.777900e+02	0	0	0	440	9.990e+02	▇▁▂▁▁
Doe_def	0	1	0.13	3.300000e-01	0	0	0	0	1.000e+00	▇▁▁▁▁
Doe_plt	0	1	0.01	1.100000e-01	0	0	0	0	1.000e+00	▇▁▁▁▁
WeekFiled	0	1	20.95	4.590000e+00	5	17	20	25	3.000e+01	▁▂▇▅▅

S&P600

Need to create a new variable, week, to match weekly data of lawSuits. This is because good firms as well as bad ones need predictors: e.g., finacial data and excess deaths.

# Create a new variable, week, 5 through 30
# lawSuits data has week 5 - 30
week <- 6:30
week
##  [1]  6  7  8  9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30

# Intialize the new variable, week, with 5
SP600$week <- 5

# y is a data frame that would work inside the loop, it's the same as SP600, needs a different name
y <- SP600

# Create a loop
for(i in 1:length(week)){
  #Create variables, week1, week2...
  y$week <- week[i]
  print(y)
  SP600 <- rbind(SP600,y)
}
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>
## # A tibble: 601 x 9
##    symbol company identifier sedol  weight sector shares_held local_currency
##    <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
##  1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
##  2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
##  3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
##  4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
##  5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
##  6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
##  7 KNSL   Kinsal~ 49714P10   BD1M~ 0.00578 Finan~       31745 USD           
##  8 EXPO   Expone~ 30214U10   2330~ 0.00562 Indus~       77235 USD           
##  9 PRLB   Proto ~ 74371310   B6T6~ 0.00524 Indus~       39949 USD           
## 10 ADC    Agree ~ 00849210   2062~ 0.00516 Real ~       80539 USD           
## # ... with 591 more rows, and 1 more variable: week <int>

head(SP600)
## # A tibble: 6 x 9
##   symbol company identifier sedol  weight sector shares_held local_currency
##   <fct>  <fct>   <fct>      <fct>   <dbl> <fct>        <dbl> <fct>         
## 1 MNTA   Moment~ 60877T10   B018~ 0.00930 Healt~      177976 USD           
## 2 STMP   Stamps~ 85285720   B013~ 0.00642 Consu~       26274 USD           
## 3 SSD    Simpso~ 82907310   2809~ 0.00624 Indus~       64972 USD           
## 4 NEOG   Neogen~ 64049110   2630~ 0.00613 Healt~       79352 USD           
## 5 MTH    Merita~ 59001A10   2601~ 0.00604 Consu~       56208 USD           
## 6 NEO    NeoGen~ 64049M20   2598~ 0.00594 Healt~      165085 USD           
## # ... with 1 more variable: week <dbl>

Excess deaths by the Economist

excess_deaths_US <-
  excess_deaths %>% 
  filter(country == "United States") %>%
  mutate(excess_deaths = total_deaths - expected_deaths,
         excess_deaths_perCap = excess_deaths / population * 1000000, #deaths per m people
         covid_deaths_perCap = covid_deaths / population * 1000000) %>%
  dplyr::select(region, week, excess_deaths_perCap, covid_deaths_perCap)

skim(excess_deaths_US)

Data summary

Name	excess_deaths_US
Number of rows	3276
Number of columns	4
_______________________
Column type frequency:
character	1
numeric	3
________________________
Group variables	None

Variable type: character

skim_variable	n_missing	complete_rate	min	max	empty	n_unique	whitespace
region	0	1	4	20	0	53	0

Variable type: numeric

skim_variable	n_missing	complete_rate	mean	sd	p0	p25	p50	p75	p100	hist
week	0	1	15.96	8.92	1.00	8.00	16.00	24.00	31.00	▇▇▇▇▇
excess_deaths_perCap	0	1	20.29	48.55	-156.68	2.07	12.13	25.71	829.96	▇▁▁▁▁
covid_deaths_perCap	0	1	14.03	36.59	0.00	0.00	3.70	13.67	633.07	▇▁▁▁▁

Subset lawsuits data

# Get all sector names
SP600 %>%
  count(sector, sort = TRUE)
## # A tibble: 11 x 2
##    sector                     n
##    <fct>                  <int>
##  1 Financials              2626
##  2 Industrials             2444
##  3 Consumer Discretionary  2314
##  4 Information Technology  1924
##  5 Health Care             1898
##  6 Real Estate             1300
##  7 Energy                  1014
##  8 Materials                962
##  9 Consumer Staples         598
## 10 Communication Services   416
## 11 Utilities                130

• There are 11 sectors in the data set, including energy

Financial industry

Filter for Financial firms

# Extract only the first word in the name
name_1 <-
  SP600 %>%
  filter(sector == "Information Technology") %>%
  arrange(company) %>% 
  mutate(word_1 = word(company, 1, 1),
         word_1 = str_c("^", word_1, "\\b")) %>%
  mutate(word_1 = str_replace_all(word_1, "\\.", "\\\\.")) %>%
  pull() %>%
  str_c(collapse = "|")
name_1
## [1] "^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^3D\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^8x8\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^ADTRAN\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Advanced\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Agilysys\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Alarm\\.com\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Applied\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Arlo\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Axcelis\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Badger\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Bel\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Benchmark\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Bottomline\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^Brooks\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^CalAmp\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^Cardtronics\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^CEVA\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Cohu\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^Comtech\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CSG\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^CTS\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Daktronics\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Diebold\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Digi\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^Diodes\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^DSP\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^Ebix\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^ePlus\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^EVERTEC\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^ExlService\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Extreme\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^Fabrinet\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FARO\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^FormFactor\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Harmonic\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Ichor\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Insight\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Itron\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Knowles\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^Kulicke\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^LivePerson\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^ManTech\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^MaxLinear\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^Methode\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MicroStrategy\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^MTS\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NETGEAR\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^NIC\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^OneSpan\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^Onto\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^OSI\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PC\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^PDF\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Perficient\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Photronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plantronics\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Plexus\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Power\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Progress\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rambus\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Rogers\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^Sanmina-SCI\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^ScanSource\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SMART\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^SPS\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^Sykes\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTEC\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^TTM\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Ultra\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Unisys\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Veeco\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Viavi\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Virtusa\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b|^Xperi\\b"

# Extract the first two words in the name
name_2 <-
  SP600 %>%
  filter(sector == "Information Technology") %>%
  arrange(company) %>%
  #count # of words
  mutate(word_length = str_count(company, " ") + 1) %>%
  mutate(word_2 = ifelse(word_length>1,
                         word(company, 1, 2), #for names that have at least two words
                         word(company, 1, 1))) %>% #for names that have only one word
  mutate(word_2 = str_replace_all(word_2, "\\.", "\\\\.")) %>%
  pull() %>%
  str_c(collapse = "|")
name_2
## [1] "3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|3D Systems|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|8x8 Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|ADTRAN Inc\\.|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Advanced Energy|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Agilysys Inc\\.|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Alarm\\.com Holdings|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Applied Optoelectronics|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Arlo Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Axcelis Technologies|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Badger Meter|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Bel Fuse|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Benchmark Electronics|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Bottomline Technologies|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|Brooks Automation|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|CalAmp Corp\\.|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|Cardtronics plc|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|CEVA Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Cohu Inc\\.|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|Comtech Telecommunications|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CSG Systems|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|CTS Corporation|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Daktronics Inc\\.|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Diebold Nixdorf|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Digi International|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|Diodes Incorporated|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|DSP Group|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|Ebix Inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|ePlus inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|EVERTEC Inc\\.|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|ExlService Holdings|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Extreme Networks|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|Fabrinet|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FARO Technologies|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|FormFactor Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Harmonic Inc\\.|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Ichor Holdings|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Insight Enterprises|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Itron Inc\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Knowles Corp\\.|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|Kulicke &|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|LivePerson Inc\\.|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|ManTech International|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|MaxLinear inc|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|Methode Electronics|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MicroStrategy Incorporated|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|MTS Systems|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NETGEAR Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|NIC Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|OneSpan Inc\\.|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|Onto Innovation|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|OSI Systems|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PC Connection|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|PDF Solutions|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Perficient Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Photronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plantronics Inc\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Plexus Corp\\.|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Power Integrations|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Progress Software|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rambus Inc\\.|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Rogers Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|Sanmina-SCI Corporation|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource Inc\\.|ScanSource 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Enterprises|Sykes Enterprises|Sykes Enterprises|Sykes Enterprises|Sykes Enterprises|Sykes Enterprises|Sykes Enterprises|Sykes Enterprises|Sykes Enterprises|Sykes Enterprises|Sykes Enterprises|Sykes Enterprises|Sykes Enterprises|Sykes Enterprises|Sykes Enterprises|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTEC Holdings|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|TTM Technologies|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Ultra Clean|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Unisys Corporation|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Veeco Instruments|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Viavi Solutions|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Virtusa Corporation|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding|Xperi Holding"

Extract companies

#extract with only the first word of the name
widenet <-
  lawSuits_perDef %>%
  filter(str_detect(Defendant, regex(name_1, ignore_case = TRUE))) %>%
  dplyr::select(ComplaintID, Defendant)
widenet
## # A tibble: 7 x 2
##   ComplaintID Defendant                                                         
##         <dbl> <fct>                                                             
## 1    25546094 Applied Biosciences Corp.                                         
## 2    25572463 Power Alley Fitness dba PA Fitness                                
## 3    25488039 Badger Mutual Insurance Company                                   
## 4    25500034 Applied BioSciences Corp.                                         
## 5    25593199 Ultra Enterprises Inc.                                            
## 6    25784882 Smart Growers Nursery Inc.                                        
## 7    25807373 Advanced HCS LLC dba Advanced Healthcare Solutions dba Southeast ~

#narrow it down with first two words in the name
suits_byInd <-
  widenet %>%
  filter(str_detect(Defendant, regex(name_2, ignore_case = TRUE))) %>%
  mutate(Industry = "Information Technology")
suits_byInd
## # A tibble: 0 x 3
## # ... with 3 variables: ComplaintID <dbl>, Defendant <fct>, Industry <chr>

• There is only Materials company in the list: Arconic Corp.

Create a function for all

Looping function

# vector of industry names
v_industry <-
  SP600 %>%
  arrange(sector) %>%
  distinct(sector) %>%
  pull(sector) 

#initialize 
suits_byInd <- tibble()

for(i in 1:length(v_industry)){
  
  # Extract only the first word in the name
  name_1 <-
    SP600 %>%
    filter(sector == v_industry[i]) %>%
    arrange(company) %>%
    mutate(word_1 = word(company, 1, 1),
           word_1 = str_c("^", word_1, "\\b")) %>%
    mutate(word_1 = str_replace_all(word_1, "\\.", "\\\\.")) %>%
    pull() %>%
    str_c(collapse = "|")

  # Extract the first two words in the name
  name_2 <-
    SP600 %>%
    filter(sector == v_industry[i]) %>%
    arrange(company) %>%
    #count # of words
    mutate(word_length = str_count(company, " ") + 1) %>%
    mutate(word_2 = ifelse(word_length>1,
                           word(company, 1, 2), #for names that have at least two words
                           word(company, 1, 1))) %>% #for names that have only one word
    mutate(word_2 = str_c("^", word_2)) %>% #names that starts with the word
    mutate(word_2 = str_replace_all(word_2, "\\.", "\\\\.")) %>%
    pull() %>%
    str_c(collapse = "|")
  print(name_2)
  
  #extract with only the first word of the name
  widenet <-
    lawSuits_perDef %>%
    filter(str_detect(Defendant, regex(name_1, ignore_case = TRUE))) %>%
    dplyr::select(ComplaintID, State, DateFiled, WeekFiled, Defendant)
  
  #narrow it down with first two words in the name
  df <-
    widenet %>%
    filter(str_detect(Defendant, regex(name_2, ignore_case = TRUE))) %>%
    mutate(Industry = v_industry[i])
  print(df)  
  
  #combine rows
  suits_byInd <- rbind(suits_byInd, df)
}
## [1] "^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^ATN International|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cincinnati Bell|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Cogent Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^Consolidated Communications|^E\\. 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W\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Gannett Co\\.|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Glu Mobile|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Iridium Communications|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Marcus Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^Meredith Corporation|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^QuinStreet Inc\\.|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Scholastic Corporation|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Shenandoah Telecommunications|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^Spok Holdings|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^TechTarget Inc\\.|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings|^Vonage Holdings"
## # A tibble: 0 x 6
## # ... with 6 variables: ComplaintID <dbl>, State <fct>, DateFiled <date>,
## #   WeekFiled <dbl>, Defendant <fct>, Industry <fct>
## [1] "^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^Abercrombie &|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^America's Car-Mart|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Axle|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^American Public|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Asbury Automotive|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Barnes &|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Bed Bath|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^Big Lots|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^BJ's Restaurants|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Bloomin' Brands|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Boot Barn|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Brinker International|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Buckle Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Caleres Inc\\.|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Callaway Golf|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Capri Holdings|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cato Corporation|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Cavco Industries|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Century Communities|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Cheesecake Factory|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Chico's FAS|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Children's Place|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Chuy's Holdings|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Conn's Inc\\.|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper-Standard Holdings|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Cooper Tire|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Core-Mark Holding|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Crocs Inc\\.|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Dave &|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Designer Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dine Brands|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^Dorman Products|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^El Pollo|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Ethan Allen|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fiesta Restaurant|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^Fossil Group|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^G-III Apparel|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^GameStop Corp\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Genesco Inc\\.|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Gentherm Incorporated|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Group 1|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Guess? Inc\\.|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Haverty Furniture|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Hibbett Sports|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^Installed Building|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^iRobot Corporation|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^Kontoor Brands|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LaZBoy Incorporated|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LCI Industries|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^LGI Homes|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Liquidity Services|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^Lumber Liquidators|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M\\.D\\.C\\. Holdings|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^M/I Homes|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^Macy's Inc|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^MarineMax Inc\\.|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Meritage Homes|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Michaels Companies|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monarch Casino|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Monro Inc|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Motorcar Parts|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^Movado Group|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^ODP Corporation|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Oxford Industries|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^Perdoceo Education|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^PetMed Express|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Red Robin|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Regis Corporation|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Rent-A-Center Inc|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Ruth's Hospitality|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shake Shack|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shoe Carnival|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Shutterstock Inc\\.|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Signet Jewelers|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sleep Number|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Sonic Automotive|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Stamps\\.com Inc\\.|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Standard Motor|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Steven Madden|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Sturm Ruger|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Tupperware Brands|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Unifi Inc\\.|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Universal Electronics|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vera Bradley|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Vista Outdoor|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Winnebago Industries|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^Wolverine World|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^YETI Holdings|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\.|^Zumiez Inc\\."
## # A tibble: 6 x 6
##   ComplaintID State   DateFiled  WeekFiled Defendant               Industry     
##         <dbl> <fct>   <date>         <dbl> <fct>                   <fct>        
## 1    25553336 Texas   2020-05-15        20 El Pollo Loco Inc., a ~ Consumer Dis~
## 2    25626872 Kentuc~ 2020-06-01        23 Dave & Buster's of Ken~ Consumer Dis~
## 3    25642683 Florida 2020-06-02        23 Bed Bath & Beyond Inc.  Consumer Dis~
## 4    25642699 Florida 2020-06-03        23 Bed Bath  & Beyond dba~ Consumer Dis~
## 5    25768733 Ohio    2020-06-30        27 Signet Jewelers Ltd.    Consumer Dis~
## 6    25832302 Louisi~ 2020-07-15        29 Barnes & Noble Booksel~ Consumer Dis~
## [1] "^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^Andersons Inc\\.|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^B&G Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Cal-Maine Foods|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Calavo Growers|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Central Garden|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Chefs' Warehouse|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Coca-Cola Consolidated|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Fresh Del|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^Inter Parfums|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^J &|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^John B\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^Medifast Inc\\.|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^MGP Ingredients|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^National Beverage|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^PriceSmart Inc\\.|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^Seneca Foods|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^SpartanNash Company|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^United Natural|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^Universal Corp|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^USANA Health|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^Vector Group|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company|^WD-40 Company"
## # A tibble: 4 x 6
##   ComplaintID State   DateFiled  WeekFiled Defendant                  Industry  
##         <dbl> <fct>   <date>         <dbl> <fct>                      <fct>     
## 1    25457550 Califo~ 2020-04-20        17 Cal-Maine Foods, Inc..     Consumer ~
## 2    25497205 Texas   2020-04-30        18 Cal-Maine Foods Inc.       Consumer ~
## 3    25469827 Texas   2020-04-23        17 Cal-Maine Foods Inc., a D~ Consumer ~
## 4    25818755 Illino~ 2020-07-13        29 J & M Securities Llc       Consumer ~
## [1] "^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Archrock Inc\\.|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bonanza Creek|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Bristow Group|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^Callon Petroleum|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^CONSOL Energy|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^Core Laboratories|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^DMC Global|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dorian LPG|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Dril-Quip Inc\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Exterran Corp\\.|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Geospace Technologies|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Green Plains|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Gulfport Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helix Energy|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Helmerich &|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Laredo Petroleum|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matador Resources|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Matrix Service|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Nabors Industries|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Newpark Resources|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oasis Petroleum|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oceaneering International|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Oil States|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Par Pacific|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^Patterson-UTI Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PBF Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^PDC Energy|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^Penn Virginia|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^ProPetro Holding|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^QEP Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Range Resources|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^Renewable Energy|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^REX American|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^RPC Inc\\.|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SEACOR Holdings|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^SM Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Southwestern Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^Talos Energy|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica|^U\\.S\\. Silica"
## # A tibble: 1 x 6
##   ComplaintID State DateFiled  WeekFiled Defendant              Industry
##         <dbl> <fct> <date>         <dbl> <fct>                  <fct>   
## 1    25479106 Texas 2020-04-24        17 Helmerich & Payne Inc. Energy  
## [1] "^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Allegiance Bancshares|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^Ambac Financial|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^American Equity|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^Ameris Bancorp|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^AMERISAFE Inc\\.|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^Apollo Commercial|^ARMOUR Residential|^ARMOUR Residential|^ARMOUR Residential|^ARMOUR Residential|^ARMOUR 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of|^Banc of|^Banc of|^Banc of|^Banc of|^Banc of|^Banc of|^Banc of|^Banc of|^Banc of|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BancFirst Corporation|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^BankUnited Inc\\.|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Banner Corporation|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Berkshire Hills|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Blucora Inc\\.|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^Boston Private|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^BrightSphere Investment|^Brookline Bancorp|^Brookline Bancorp|^Brookline Bancorp|^Brookline Bancorp|^Brookline Bancorp|^Brookline Bancorp|^Brookline Bancorp|^Brookline Bancorp|^Brookline Bancorp|^Brookline Bancorp|^Brookline Bancorp|^Brookline Bancorp|^Brookline Bancorp|^Brookline Bancorp|^Brookline Bancorp|^Brookline Bancorp|^Brookline Bancorp|^Brookline Bancorp|^Brookline 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Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^Customers Bancorp|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^CVB Financial|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Dime Community|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Donnelley Financial|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^Eagle Bancorp|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^eHealth Inc\\.|^Employers Holdings|^Employers Holdings|^Employers Holdings|^Employers Holdings|^Employers Holdings|^Employers Holdings|^Employers Holdings|^Employers Holdings|^Employers Holdings|^Employers Holdings|^Employers Holdings|^Employers Holdings|^Employers Holdings|^Employers Holdings|^Employers Holdings|^Employers Holdings|^Employers Holdings|^Employers 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International|^Enova International|^Enova International|^Enova International|^Enova International|^Enova International|^Enova International|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^EZCORP Inc\\.|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^FB Financial|^First Bancorp|^First Bancorp|^First Bancorp|^First Bancorp|^First Bancorp|^First Bancorp|^First 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Midwest|^First Midwest|^First Midwest|^First Midwest|^First Midwest|^First Midwest|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Flagstar Bancorp|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Granite Point|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Great Western|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Green Dot|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Greenhill &|^Hanmi Financial|^Hanmi 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Financial|^Heritage Financial|^Heritage Financial|^Heritage Financial|^Heritage Financial|^Heritage Financial|^Heritage Financial|^Heritage Financial|^Heritage Financial|^Heritage Financial|^Heritage Financial|^Heritage Financial|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^HomeStreet Inc\\.|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Hope Bancorp|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Horace Mann|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Independent Bank|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^Invesco Mortgage|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^James River|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^Kinsale Capital|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^KKR Real|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Meta Financial|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^Mr\\. Cooper|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^National Bank|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^NBT Bancorp|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^New York|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^NMI Holdings|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northfield Bancorp|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^Northwest Bancshares|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^OFG Bancorp|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Old National|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Pacific Premier|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Palomar Holdings|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^Park National|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^PennyMac Mortgage|^Piper Sandler|^Piper 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Bank|^Preferred Bank|^Preferred Bank|^Preferred Bank|^Preferred Bank|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^ProAssurance Corporation|^Provident Financial|^Provident Financial|^Provident Financial|^Provident Financial|^Provident Financial|^Provident Financial|^Provident Financial|^Provident Financial|^Provident Financial|^Provident Financial|^Provident Financial|^Provident 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Trust|^Redwood Trust|^Redwood Trust|^Redwood Trust|^Redwood Trust|^Redwood Trust|^Redwood Trust|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^S&T Bancorp|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Safety Insurance|^Seacoast Banking|^Seacoast Banking|^Seacoast Banking|^Seacoast Banking|^Seacoast 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Bancshares|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Simmons First|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Southside Bancshares|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^Stewart Information|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^StoneX Group|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Third Point|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Tompkins Financial|^Triumph Bancorp|^Triumph Bancorp|^Triumph Bancorp|^Triumph Bancorp|^Triumph Bancorp|^Triumph Bancorp|^Triumph Bancorp|^Triumph Bancorp|^Triumph Bancorp|^Triumph Bancorp|^Triumph Bancorp|^Triumph Bancorp|^Triumph Bancorp|^Triumph 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Bancorporation|^Westamerica Bancorporation|^Westamerica Bancorporation|^Westamerica Bancorporation|^Westamerica Bancorporation|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^WisdomTree Investments|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance|^World Acceptance"
## # A tibble: 45 x 6
##    ComplaintID State  DateFiled  WeekFiled Defendant                    Industry
##          <dbl> <fct>  <date>         <dbl> <fct>                        <fct>   
##  1    25385411 New Y~ 2020-03-31        14 New York State Board of Ele~ Financi~
##  2    25374431 New Y~ 2020-03-27        13 New York State Department o~ Financi~
##  3    25404781 New Y~ 2020-04-06        15 New York State Department o~ Financi~
##  4    25405471 New Y~ 2020-04-06        15 New York State Department o~ Financi~
##  5    25415413 New Y~ 2020-04-08        15 New York State Department o~ Financi~
##  6    25420272 New Y~ 2020-04-09        15 New York State Department o~ Financi~
##  7    25422875 New Y~ 2020-04-09        15 New York City Department of~ Financi~
##  8    25422875 New Y~ 2020-04-09        15 New York State Department o~ Financi~
##  9    25428080 New Y~ 2020-04-13        16 New York City Department of~ Financi~
## 10    25428175 New Y~ 2020-04-13        16 New York State Department o~ Financi~
## # ... with 35 more rows
## [1] "^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Addus HomeCare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^Allscripts Healthcare|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMAG Pharmaceuticals|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^AMN Healthcare|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^Amphastar Pharmaceuticals|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^AngioDynamics Inc\\.|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^ANI Pharmaceuticals|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^Anika Therapeutics|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^BioTelemetry Inc\\.|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Cardiovascular Systems|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Coherus BioSciences|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Community Health|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^Computer Programs|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^CONMED Corporation|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^Corcept Therapeutics|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^CorVel Corporation|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Covetrus Inc\\.|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^Cross Country|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^CryoLife Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cutera Inc\\.|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Cytokinetics Incorporated|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Eagle Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Enanta Pharmaceuticals|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Endo International|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Ensign Group|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Fulgent Genetics|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Glaukos Corp|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^Hanger Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^HealthStream Inc\\.|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^Heska Corporation|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^HMS Holdings|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Innoviva Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Inogen Inc\\.|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Integer Holdings|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Invacare Corporation|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lannett Company|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^Lantheus Holdings|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^LeMaitre Vascular|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Luminex Corp|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Magellan Health|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Meridian Bioscience|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Merit Medical|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Mesa Laboratories|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Momenta Pharmaceuticals|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Myriad Genetics|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Natus Medical|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^Neogen Corporation|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NeoGenomics Inc\\.|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^NextGen Healthcare|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^Omnicell Inc\\.|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^OraSure Technologies|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Orthofix Medical|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Owens &|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pacira Biosciences|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Pennant Group|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Phibro Animal|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^Providence Service|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^R1 RCM|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^RadNet Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^REGENXBIO Inc\\.|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Select Medical|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Simulations Plus|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Spectrum Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Supernus Pharmaceuticals|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Surmodics Inc|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tabula Rasa|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tactile Systems|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^Tivity Health|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^U\\.S\\. Physical|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Vanda Pharmaceuticals|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Varex Imaging|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Xencor Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\.|^Zynex Inc\\."
## # A tibble: 1 x 6
##   ComplaintID State    DateFiled  WeekFiled Defendant                 Industry  
##         <dbl> <fct>    <date>         <dbl> <fct>                     <fct>     
## 1    25693800 Kentucky 2020-06-15        25 Select Medical of Kentuc~ Health Ca~
## [1] "^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAON Inc\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^AAR CORP\\.|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^ABM Industries|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aegion Corporation|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet Rocketdyne|^Aerojet 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Group|^Alamo Group|^Alamo Group|^Alamo Group|^Alamo Group|^Alamo Group|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Albany International|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^Allegiant Travel|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^American Woodmark|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Apogee Enterprises|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^Applied Industrial|^ArcBest Corporation|^ArcBest Corporation|^ArcBest Corporation|^ArcBest Corporation|^ArcBest Corporation|^ArcBest Corporation|^ArcBest Corporation|^ArcBest Corporation|^ArcBest Corporation|^ArcBest Corporation|^ArcBest Corporation|^ArcBest Corporation|^ArcBest Corporation|^ArcBest Corporation|^ArcBest Corporation|^ArcBest Corporation|^ArcBest 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Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^Atlas Air|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^AZZ Inc\\.|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Barnes Group|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Brady Corporation|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^Chart Industries|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^CIRCOR International|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Comfort Systems|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Cubic Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^Deluxe Corporation|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^DXP Enterprises|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Echo Global|^Encore Wire|^Encore Wire|^Encore Wire|^Encore Wire|^Encore Wire|^Encore Wire|^Encore Wire|^Encore Wire|^Encore Wire|^Encore Wire|^Encore Wire|^Encore Wire|^Encore Wire|^Encore Wire|^Encore Wire|^Encore Wire|^Encore Wire|^Encore Wire|^Encore 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Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^ESCO Technologies|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Exponent Inc\\.|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Federal Signal|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forrester Research|^Forward Air|^Forward Air|^Forward Air|^Forward Air|^Forward Air|^Forward Air|^Forward Air|^Forward Air|^Forward Air|^Forward Air|^Forward Air|^Forward Air|^Forward Air|^Forward 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Inc\\.|^GMS Inc\\.|^GMS Inc\\.|^GMS Inc\\.|^GMS Inc\\.|^GMS Inc\\.|^GMS Inc\\.|^GMS Inc\\.|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Granite Construction|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Greenbrier Companies|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Griffon Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Harsco Corporation|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Hawaiian Holdings|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heartland Express|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Heidrick &|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hillenbrand Inc\\.|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Hub Group|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Insteel Industries|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^Interface Inc\\.|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^John Bean|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kaman Corporation|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Kelly Services|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Korn Ferry|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lindsay Corporation|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Lydall Inc\\.|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Marten Transport|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matson Inc\\.|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Matthews International|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Meritor Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Moog Inc\\.|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^Mueller Industries|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^MYR Group|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^National Presto|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^NOW Inc\\.|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Park Aerospace|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^Patrick Industries|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^PGT Innovations|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Pitney Bowes|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Powell Industries|^Proto 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Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^R\\.R\\. Donnelley|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Raven Industries|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resideo Technologies|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Resources Connection|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Saia Inc\\.|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^Simpson Manufacturing|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SkyWest Inc|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Corporation|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^SPX Flow|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Standex International|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Team Inc\\.|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Tennant Company|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Titan International|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^Triumph Group|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^TrueBlue Inc\\.|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UFP Industries|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^UniFirst Corporation|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^US Ecology|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Veritiv Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Viad Corp|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Vicor Corporation|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Wabash National|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water|^Watts Water"
## # A tibble: 1 x 6
##   ComplaintID State       DateFiled  WeekFiled Defendant         Industry   
##         <dbl> <fct>       <date>         <dbl> <fct>             <fct>      
## 1    25827799 Connecticut 2020-07-14        29 Pitney Bowes Inc. Industrials
## [1] "^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^3D Systems|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^8x8 Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^ADTRAN Inc\\.|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Advanced Energy|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Agilysys Inc\\.|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Alarm\\.com Holdings|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Applied Optoelectronics|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Arlo Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Axcelis Technologies|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Badger Meter|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Bel Fuse|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Benchmark Electronics|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Bottomline Technologies|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^Brooks Automation|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^CalAmp Corp\\.|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^Cardtronics plc|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^CEVA Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Cohu Inc\\.|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^Comtech Telecommunications|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CSG Systems|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^CTS Corporation|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Daktronics Inc\\.|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Diebold Nixdorf|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Digi International|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^Diodes Incorporated|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^DSP Group|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^Ebix Inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^ePlus inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^EVERTEC Inc\\.|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^ExlService Holdings|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Extreme Networks|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^Fabrinet|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FARO Technologies|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^FormFactor Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Harmonic Inc\\.|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Ichor Holdings|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Insight Enterprises|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Itron Inc\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Knowles Corp\\.|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^Kulicke &|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^LivePerson Inc\\.|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^ManTech International|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^MaxLinear inc|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^Methode Electronics|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MicroStrategy Incorporated|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^MTS Systems|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NETGEAR Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^NIC Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^OneSpan Inc\\.|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^Onto Innovation|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^OSI Systems|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PC Connection|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^PDF Solutions|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Perficient Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Photronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plantronics Inc\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Plexus Corp\\.|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Power Integrations|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Progress Software|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rambus Inc\\.|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Rogers Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^Sanmina-SCI Corporation|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^ScanSource Inc\\.|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SMART Global|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^SPS Commerce|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^Sykes Enterprises|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTEC Holdings|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^TTM Technologies|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Ultra Clean|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Unisys Corporation|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Veeco Instruments|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Viavi Solutions|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Virtusa Corporation|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding|^Xperi Holding"
## # A tibble: 0 x 6
## # ... with 6 variables: ComplaintID <dbl>, State <fct>, DateFiled <date>,
## #   WeekFiled <dbl>, Defendant <fct>, Industry <fct>
## [1] "^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^AdvanSix Inc\\.|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^Allegheny Technologies|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^American Vanguard|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Arconic Corp\\.|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Balchem Corporation|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Boise Cascade|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Carpenter Technology|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Century Aluminum|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Clearwater Paper|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Cleveland-Cliffs Inc|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^Ferro Corporation|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^FutureFuel Corp\\.|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^GCP Applied|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^H\\.B\\. Fuller|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Hawkins Inc\\.|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Haynes International|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Innospec Inc\\.|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Kaiser Aluminum|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Koppers Holdings|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Kraton Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Livent Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Materion Corporation|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Mercer International|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Myers Industries|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Neenah Inc|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^Olympic Steel|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^P\\. H\\.|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Quaker Chemical|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Rayonier Advanced|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Schweitzer-Mauduit International|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^Stepan Company|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^SunCoke Energy|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^TimkenSteel Corp|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Tredegar Corporation|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^Trinseo SA|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^U\\.S\\. Concrete|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met|^Warrior Met"
## # A tibble: 1 x 6
##   ComplaintID State    DateFiled  WeekFiled Defendant                   Industry
##         <dbl> <fct>    <date>         <dbl> <fct>                       <fct>   
## 1    25566066 Pennsyl~ 2020-05-19        21 Arconic Corp., successor-i~ Materia~
## [1] "^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Acadia Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Agree Realty|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^Alexander &|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^American Assets|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Armada Hoffler|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^Brandywine Realty|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^CareTrust REIT|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Chatham Lodging|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^Community Healthcare|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^CoreCivic Inc\\.|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^DiamondRock Hospitality|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Diversified Healthcare|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Easterly Government|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Essential Properties|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Four Corners|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Franklin Street|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Getty Realty|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Global Net|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Hersha Hospitality|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Independence Realty|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Industrial Logistics|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Innovative Industrial|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^Investors Real|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^iStar Inc\\.|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Kite Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^Lexington Realty|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^LTC Properties|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Mack-Cali Realty|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^Marcus &|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^National Storage|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^NexPoint Residential|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^Office Properties|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^RE/MAX Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Realogy Holdings|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Opportunity|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^Retail Properties|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^RPT Realty|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Safehold Inc\\.|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^Saul Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^SITE Centers|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^St\\. Joe|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Summit Hotel|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Tanger Factory|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Uniti Group|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Universal Health|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Urstadt Biddle|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Prime|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Washington Real|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Whitestone REIT|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels|^Xenia Hotels"
## # A tibble: 1 x 6
##   ComplaintID State    DateFiled  WeekFiled Defendant                 Industry  
##         <dbl> <fct>    <date>         <dbl> <fct>                     <fct>     
## 1    25428391 Virginia 2020-04-10        15 Xenia Hotels and Resorts~ Real Esta~
## [1] "^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^American States|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^Avista Corporation|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^California Water|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^Northwest Natural|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey|^South Jersey"
## # A tibble: 0 x 6
## # ... with 6 variables: ComplaintID <dbl>, State <fct>, DateFiled <date>,
## #   WeekFiled <dbl>, Defendant <fct>, Industry <fct>

suits_byInd
## # A tibble: 60 x 6
##    ComplaintID State   DateFiled  WeekFiled Defendant               Industry    
##          <dbl> <fct>   <date>         <dbl> <fct>                   <fct>       
##  1    25553336 Texas   2020-05-15        20 El Pollo Loco Inc., a ~ Consumer Di~
##  2    25626872 Kentuc~ 2020-06-01        23 Dave & Buster's of Ken~ Consumer Di~
##  3    25642683 Florida 2020-06-02        23 Bed Bath & Beyond Inc.  Consumer Di~
##  4    25642699 Florida 2020-06-03        23 Bed Bath  & Beyond dba~ Consumer Di~
##  5    25768733 Ohio    2020-06-30        27 Signet Jewelers Ltd.    Consumer Di~
##  6    25832302 Louisi~ 2020-07-15        29 Barnes & Noble Booksel~ Consumer Di~
##  7    25457550 Califo~ 2020-04-20        17 Cal-Maine Foods, Inc..  Consumer St~
##  8    25497205 Texas   2020-04-30        18 Cal-Maine Foods Inc.    Consumer St~
##  9    25469827 Texas   2020-04-23        17 Cal-Maine Foods Inc., ~ Consumer St~
## 10    25818755 Illino~ 2020-07-13        29 J & M Securities Llc    Consumer St~
## # ... with 50 more rows

Examine suits_byInd

suits_byInd %>%
  count(ComplaintID)
## # A tibble: 54 x 2
##    ComplaintID     n
##          <dbl> <int>
##  1    25374431     1
##  2    25385408     1
##  3    25385411     1
##  4    25397986     1
##  5    25404781     1
##  6    25405471     1
##  7    25415413     1
##  8    25420272     1
##  9    25422875     2
## 10    25428080     1
## # ... with 44 more rows

suits_byInd %>%
  count(Industry, sort = TRUE)
## # A tibble: 8 x 2
##   Industry                   n
##   <fct>                  <int>
## 1 Financials                45
## 2 Consumer Discretionary     6
## 3 Consumer Staples           4
## 4 Energy                     1
## 5 Health Care                1
## 6 Industrials                1
## 7 Materials                  1
## 8 Real Estate                1

• 72 defendants
• 63 distinct cases
• More than one firm per case
• Financial firms don’t look right. It might need the first three words.
• Information Technology, the code didn’t work. I don’t know why.

Remove some errors that the code couldn’t take care of.

• Financial firms include so many government agencies.
• J & M Securities Llc

#Companies that should NOT be included in Financials
not_fin <- "City of|Department of|\\bBoard|University|New York State|New York Hotel"

#filter out non financials
suits_corrected <-
  suits_byInd %>%
  filter(!str_detect(Defendant, not_fin),
         !str_detect(Defendant, "J & M Securities Llc"))

suits_corrected %>%
  count(Industry)
## # A tibble: 8 x 2
##   Industry                   n
##   <fct>                  <int>
## 1 Consumer Discretionary     6
## 2 Consumer Staples           3
## 3 Energy                     1
## 4 Financials                 5
## 5 Health Care                1
## 6 Industrials                1
## 7 Materials                  1
## 8 Real Estate                1

SP600 %>%
  count(sector)
## # A tibble: 11 x 2
##    sector                     n
##    <fct>                  <int>
##  1 Communication Services   416
##  2 Consumer Discretionary  2314
##  3 Consumer Staples         598
##  4 Energy                  1014
##  5 Financials              2626
##  6 Health Care             1898
##  7 Industrials             2444
##  8 Information Technology  1924
##  9 Materials                962
## 10 Real Estate             1300
## 11 Utilities                130

• No suits in Communication Services and Information Technologies
• Utilities have no suits either. But it’s only 0 out of five. There are only five utilities firms in SP600.

Clean up company names so that it matches SP600 data

suits_corrected <-
  suits_corrected %>%
  mutate(Defendant = as.character(Defendant)) %>% 
  mutate(Defendant = case_when(
    str_detect(Defendant, "Bed Bath") ~ "Bed Bath & Beyond Inc.",
    str_detect(Defendant, "Cal-Maine Foods") ~ "Cal-Maine Foods Inc.",
    str_detect(Defendant, "United Fire") ~ "United Fire Group Inc.",
    str_detect(Defendant, "First Financial") ~ "First Financial Bancorp.",
    str_detect(Defendant, "Barnes & Noble") ~ "Barnes & Noble Education Inc.",
    str_detect(Defendant, "Dave & Buster's") ~ "Dave & Buster's Entertainment Inc.",
    str_detect(Defendant, "El Pollo Loco") ~ "El Pollo Loco Holdings Inc",
    str_detect(Defendant, "Select Medical") ~ "Select Medical Holdings Corporation",
    str_detect(Defendant, "Signet Jewelers") ~ "Signet Jewelers Limited",
    TRUE ~ Defendant)) %>%
  #remove clutters in the name: e.g., El Pollo Loco Inc., a Delaware corporation 
  mutate(Defendant = str_remove(Defendant, ",.+"))

suits_counts <-
  suits_corrected %>%
  count(State, WeekFiled, Defendant, Industry, name = "suits_n")

suits_counts
## # A tibble: 16 x 5
##    State       WeekFiled Defendant                    Industry           suits_n
##    <fct>           <dbl> <chr>                        <fct>                <int>
##  1 California         17 Cal-Maine Foods Inc.         Consumer Staples         1
##  2 Connecticut        29 Pitney Bowes Inc.            Industrials              1
##  3 Florida            23 Bed Bath & Beyond Inc.       Consumer Discreti~       2
##  4 Kentucky           18 United Fire Group Inc.       Financials               2
##  5 Kentucky           23 Dave & Buster's Entertainme~ Consumer Discreti~       1
##  6 Kentucky           25 Select Medical Holdings Cor~ Health Care              1
##  7 Louisiana          29 Barnes & Noble Education In~ Consumer Discreti~       1
##  8 Ohio               18 First Financial Bancorp.     Financials               2
##  9 Ohio               27 Signet Jewelers Limited      Consumer Discreti~       1
## 10 Pennsylvan~        21 Arconic Corp.                Materials                1
## 11 Texas              17 Cal-Maine Foods Inc.         Consumer Staples         1
## 12 Texas              17 Helmerich & Payne Inc.       Energy                   1
## 13 Texas              18 Cal-Maine Foods Inc.         Consumer Staples         1
## 14 Texas              20 El Pollo Loco Holdings Inc   Consumer Discreti~       1
## 15 Texas              29 Ready Capital Corporation    Financials               1
## 16 Virginia           15 Xenia Hotels and Resorts In~ Real Estate              1

Join data sets

data_joined <-
  SP600 %>%
  left_join(suits_counts, by = c("company" = "Defendant", "week" = "WeekFiled")) %>%
  dplyr::select(-identifier, -sedol, -weight, -local_currency, -Industry) %>%
  left_join(excess_deaths_US, by = c("week" = "week", "State" = "region"))

skim(data_joined)

Data summary

Name	data_joined
Number of rows	15642
Number of columns	9
_______________________
Column type frequency:
character	2
factor	2
numeric	5
________________________
Group variables	None

Variable type: character

skim_variable	n_missing	complete_rate	min	max	empty	n_unique	whitespace
company	0	1	8	47	0	601	0
State	15612	0	4	12	0	8	0

Variable type: factor

skim_variable	n_missing	complete_rate	ordered	n_unique	top_counts
symbol	0	1	FALSE	601	CAL: 30, ARN: 27, BBB: 27, BNE: 27
sector	0	1	FALSE	11	Fin: 2629, Ind: 2445, Con: 2319, Inf: 1924

Variable type: numeric

skim_variable	n_missing	complete_rate	mean	sd	p0	p25	p50	p75	p100	hist
shares_held	0	1	79749.76	80246.93	6869.00	33202.00	55085.00	94619.00	902791.00	▇▁▁▁▁
week	0	1	17.50	7.50	5.00	11.00	18.00	24.00	30.00	▇▇▇▇▇
suits_n	15612	0	1.20	0.41	1.00	1.00	1.00	1.00	2.00	▇▁▁▁▂
excess_deaths_perCap	15612	0	17.28	35.48	-100.36	18.05	21.65	27.52	74.33	▁▁▁▇▁
covid_deaths_perCap	15612	0	16.17	16.06	5.60	7.89	9.62	20.21	69.75	▇▂▁▁▁

To do list

There are two things to do before joining with excess_deaths_US.

• fill in values for two variables, WeekFiled and state, for other SP600 companies who didn’t get sued
• To do this, create a new column, week, with all the values that appear in suits_count