diff --git a/experiments/assets/footer.document b/experiments/assets/footer.document
deleted file mode 100644
index 6b47932..0000000
--- a/experiments/assets/footer.document
+++ /dev/null
@@ -1 +0,0 @@
-\end{document}
diff --git a/experiments/assets/header.document b/experiments/assets/header.document
deleted file mode 100644
index f2bc823..0000000
--- a/experiments/assets/header.document
+++ /dev/null
@@ -1,19 +0,0 @@
-\documentclass[11pt]{article}
-
-\usepackage{amssymb,amsfonts,amsmath}
-\usepackage{fullpage}
-\usepackage{booktabs}
-
-\usepackage{numprint}
-\npdecimalsign{.} % we want . not , in numbers
-
-\newcommand{\AlgName}[1]{\ensuremath{\text{{\sf #1}}}}
-\newcommand{\advanced}{\AlgName{Advanced}}
-\newcommand{\simple}{\AlgName{Simple}}
-\newcommand{\critical}{\AlgName{Critical}}
-\newcommand{\maxcritical}{\AlgName{MaxCritical}}
-\newcommand{\ai}{\AlgName{B\&R}}
-\newcommand{\mcs}{\AlgName{MCS}}
-
-
-\begin{document}
diff --git a/experiments/erdos-biogrid/experiment.erdos-biogrid.sh b/experiments/erdos-biogrid/experiment.erdos-biogrid.sh
index 02c5b84..8db02c7 100755
--- a/experiments/erdos-biogrid/experiment.erdos-biogrid.sh
+++ b/experiments/erdos-biogrid/experiment.erdos-biogrid.sh
@@ -1,41 +1,34 @@
 #! /bin/bash
 
 time_out=3600
-
-output_dir=erdos-biogrid.$time_out
-experiment_name=erdos-biogrid
-
-data_dir=../../data/
-script_dir=../../scripts/
-erdos_data_set=$data_dir/erdos
-biogrid_data_set=$data_dir/biogrid
-
-rm -rf old.$output_dir
-mv $output_dir  old.$output_dir
-
-mkdir $output_dir
-
-#erdos
-$script_dir/graph.name.sh $erdos_data_set | tee $output_dir/erdos.name
-$script_dir/graph.size.sh $erdos_data_set | tee $output_dir/erdos.graph.size
-$script_dir/critical.size.sh $erdos_data_set $time_out | tee $output_dir/erdos.critical.size
-$script_dir/maxcritical.size.sh $erdos_data_set $time_out | tee $output_dir/erdos.maxcritical.size
-$script_dir/simple.size.time.sh $erdos_data_set $time_out | tee $output_dir/erdos.simple.size
-$script_dir/advanced.size.time.sh $erdos_data_set $time_out| tee $output_dir/erdos.advanced.size
-
-# biogrid
-$script_dir/graph.name.sh $biogrid_data_set | tee $output_dir/biogrid.name
-$script_dir/graph.size.sh $biogrid_data_set | tee $output_dir/biogrid.graph.size
-$script_dir/critical.size.sh $biogrid_data_set $time_out | tee $output_dir/biogrid.critical.size
-$script_dir/maxcritical.size.sh $biogrid_data_set $time_out | tee $output_dir/biogrid.maxcritical.size
-$script_dir/simple.size.time.sh $biogrid_data_set $time_out | tee $output_dir/biogrid.simple.size
-$script_dir/advanced.size.time.sh $biogrid_data_set $time_out| tee $output_dir/biogrid.advanced.size
-
-cp header.erdos-biogrid $output_dir/
-cp footer.erdos-biogrid $output_dir/
-
-cp mk_erdos_biogrid_table_data.py $output_dir/
-cd $output_dir
-cat header.$experiment_name > erdos-biogrid.table.tex
-python mk_erdos_biogrid_table_data.py >> erdos-biogrid.table.tex
-cat footer.$experiment_name >> erdos-biogrid.table.tex
+seeds=5
+seeds_minus_one=$((seeds - 1))
+
+data_dir=../../data
+script_dir=../../scripts
+
+experiments=(erdos biogrid)
+
+for item in ${experiments[*]}; do
+  output_dir=$item
+  rm -rf old.$output_dir
+  mv $output_dir  old.$output_dir
+  mkdir $output_dir
+  data_set=$data_dir/$item
+
+  for file_name in `ls -1 $data_set/*.graph`; do
+    temp=${file_name##*/}
+    temp=${temp%.*}
+    graph_name=$($script_dir/graph.name.sh $file_name)
+    graph_size=$($script_dir/graph.size.sh $file_name)
+    log_file=$output_dir/log.$temp
+    $script_dir/critical.size.sh      $file_name $time_out | tee -a $log_file
+    $script_dir/maxcritical.size.sh   $file_name $time_out | tee -a $log_file
+    $script_dir/simple.size.time.sh   $file_name $time_out | tee -a $log_file
+    $script_dir/advanced.size.time.sh   $file_name $time_out | tee -a $log_file
+    echo "$graph_size" >> $log_file
+    echo "$graph_name" >> $log_file
+  done
+done
+
+python tablegen.py
diff --git a/experiments/erdos-biogrid/footer.erdos-biogrid b/experiments/erdos-biogrid/footer.erdos-biogrid
deleted file mode 100644
index 13380de..0000000
--- a/experiments/erdos-biogrid/footer.erdos-biogrid
+++ /dev/null
@@ -1,4 +0,0 @@
-\hline
-\end{tabular}
-\end{center}
-\end{table}
diff --git a/experiments/erdos-biogrid/header.erdos-biogrid b/experiments/erdos-biogrid/header.erdos-biogrid
deleted file mode 100644
index 745280f..0000000
--- a/experiments/erdos-biogrid/header.erdos-biogrid
+++ /dev/null
@@ -1,11 +0,0 @@
-\begin{table}[!tbh]
-\caption{We give the kernel size $k$ and running time $t$ for each reduction technique on Erd\H{o}s and BioGRID graphs. We further give the number of vertices $n$ and edges $m$ for each graph.} 
-\label{table:kernel-erdos-biogrid}
-\scriptsize
-\setlength{\tabcolsep}{.7ex}
-\begin{center}
-\begin{tabular}[tb]{lrr@{\hskip 7pt} rr@{\hskip 7pt} rr@{\hskip 7pt} rr@{\hskip 7pt} rr} 
-\toprule
-\multicolumn{3}{c}{Graph} & \multicolumn{2}{c}{\critical}& \multicolumn{2}{c}{\maxcritical}  & \multicolumn{2}{c}{\advanced}&\multicolumn{2}{c}{\simple} \\
-\multicolumn{1}{l}{Name}  & \multicolumn{1}{c}{$n$}  &  \multicolumn{1}{c}{$m$}      & \multicolumn{1}{c}{$k$} & \multicolumn{1}{c}{$t$}    & \multicolumn{1}{c}{$k$} & \multicolumn{1}{c}{$t$} & \multicolumn{1}{c}{$k$} & \multicolumn{1}{c}{$t$} & \multicolumn{1}{c}{$k$} & \multicolumn{1}{c}{$t$}  \\  
-\cmidrule(r){1-1}\cmidrule(r){2-2}\cmidrule(r){3-3}\cmidrule(r){4-4}\cmidrule(r){5-5}\cmidrule(r){6-6}\cmidrule(r){7-7}\cmidrule(r){8-8}\cmidrule(r){9-9}\cmidrule{10-10}\cmidrule{11-11} \\[2pt]
diff --git a/experiments/erdos-biogrid/mk_erdos_biogrid_table_data.py b/experiments/erdos-biogrid/mk_erdos_biogrid_table_data.py
deleted file mode 100644
index 0603001..0000000
--- a/experiments/erdos-biogrid/mk_erdos_biogrid_table_data.py
+++ /dev/null
@@ -1,115 +0,0 @@
-#! /usr/bin/python
-
-import sys
-import re
-
-def read_in_columns(file_name, rows):
-    critical_kernel_file = open(file_name, 'r')
-
-    first_file=(len(rows)==0)
-
-    index=0
-    for line in critical_kernel_file:
-        if first_file != 1 and index >= len(rows):
-            print "ERROR! Received too many rows from " + file_name
-            sys.exit(1)
-
-        if first_file:
-            rows.append(line.strip().split())
-        else:
-            rows[index].extend(line.strip().split())
-
-        index = index + 1
-
-    if index == 0 and "advanced" in file_name:
-        while index < len(rows):
-            rows[index].append("Missing")
-            rows[index].append("Missing")
-            index = index + 1
-
-    if index != len(rows):
-        print "ERROR! Received too few rows from " + file_name
-        sys.exit(1)
-
-
-def format_numbers(rows):
-    for row in rows:
-
-        min_time = sys.maxint
-        min_kernel = float('inf')
-
-        for index in range(0,len(row)):
-            if row[index] == '-' or row[index] == 'Missing':
-                continue
-
-            if index in [3,5,7,9]:
-                if int(row[index]) < min_kernel:
-                    min_kernel = int(row[index])
-
-                if int(row[index]) == min_kernel and float(row[index+1]) < min_time:
-                    min_time = float(row[index+1])
-
-
-        for index in range(0,len(row)):
-
-            if row[index] == '-' or row[index] == 'Missing':
-                continue
-
-            if index in [3,5,7,9]:
-                make_kernel_bold = (int(row[index]) == min_kernel)
-                make_time_bold   = (make_kernel_bold and (abs(float(row[index+1]) - min_time) < 0.001))
-
-                row[index] = '\\numprint{' + row[index] + '}'
-                row[index+1] = '\\numprint{' + row[index+1] + '}'
-
-                if make_kernel_bold == 1:
-                    row[index] = '\\textbf{' + row[index] + '}'
-
-                if make_time_bold == 1:
-                    row[index+1] = '\\textbf{' + row[index+1] + '}'
-            elif index < 3 and index > 0:
-                row[index] = '\\numprint{' + row[index] + '}'
-
-
-
-def read_and_format_rows(data_set_name, rows):
-    read_in_columns(data_set_name + '.name',        rows)
-    read_in_columns(data_set_name + '.graph.size',       rows)
-    read_in_columns(data_set_name + '.critical.size',    rows)
-    read_in_columns(data_set_name + '.maxcritical.size', rows)
-    read_in_columns(data_set_name + '.advanced.size',    rows)
-    read_in_columns(data_set_name + '.simple.size',      rows)
-    format_numbers(rows)
-
-
-
-def print_rows(data_set_name, rows, last):
-    pattern = re.compile('.*\{(.*\d)\}')
-
-    if len(rows) > 0:
-        num_columns = len(rows[0])
-    sys.stdout.write("\\multicolumn{" + str(num_columns) + "}{l}{\\bf{" + data_set_name + "}} \\\\[2pt]")
-    for row in rows:
-        print ""
-        m = pattern.match(row[1])
-        if m and int(m.group(1)) < 100:
-            continue
-        sys.stdout.write("&".join(row) + " \\\\")
-    if last == 1 or len(rows) == 0:
-        print ""
-    else:
-        print "[8pt]"
-
-
-# read data sets into the rows
-erdos_rows = []
-biogrid_rows = []
-
-read_and_format_rows('erdos'  , erdos_rows)
-read_and_format_rows('biogrid', biogrid_rows)
-
-print_rows("Erd\\H{o}s Graphs", erdos_rows,   0)
-print_rows("BioGRID Graphs"   , biogrid_rows, 1)
-
-#print rows
-
diff --git a/experiments/erdos-biogrid/tablegen.py b/experiments/erdos-biogrid/tablegen.py
new file mode 100644
index 0000000..3e4aa15
--- /dev/null
+++ b/experiments/erdos-biogrid/tablegen.py
@@ -0,0 +1,32 @@
+#! /usr/bin/python
+
+from table_gen import *
+
+same_keys_list = []
+different_keys_list = []
+keys_list = ["graph-name"]
+#[data, type, operation, formating]
+columns_list = [("vertices", "int"), ("edges", "int"), ("critical-set-k", "int"), ("critical-set-time", "float"), ("maxcritical-set-k", "int"), ("maxcritical-set-time", "float"), ("simple-set-k", "int"), ("simple-set-time", "float")]
+title = "Results of Erdos and BioGRID Experiments"
+author = "Darren Strash, Daniel Gathogo (automated)"
+column_heads = [("Graph", 3), ("Critical", 2), ("Maxcritical", 2), ("Simple", 2)]
+#column_heads = [] #empty for non publication table
+column_names = ["Name", "n", "m", "k", "t", "k", "t", "k", "t"] #start with names for each key in keys_list
+
+compare_cols = ["min", 4, 6] #highlight max or min, zero-indexed count in column_names
+experiment_name = "Erdos-BioGRID"
+experiments = ["erdos", "biogrid"]
+sub_headers = ["Erdos Graphs", "BioGRID Graphs"]
+table_format = "latex" #latex, latex_publication, markdown
+caption = "We give the kernel size k and running time t for each reduction technique on synthetically- generated Sanchis data sets. We also list the data used to generate the graphs: the number of vertices n, number of edges m, and independence number q(G)."
+
+table = table_writer()
+table.initialize(experiment_name, table_format, title, author) #packages-optional last argument
+for i in range(len(experiments)):
+    temp_dir = experiments[i] + '/'
+    exp = data_cruncher()
+    exp.process_dir(temp_dir, keys_list)
+    exp.validate_data(same_keys_list, different_keys_list)
+    table.add_experiment(exp, experiments[i], sub_headers[i]) #sub_headers optional
+
+table.write_table(column_names, column_heads, columns_list, compare_cols, caption)
diff --git a/experiments/erdos-biogrid/temp_file b/experiments/erdos-biogrid/temp_file
deleted file mode 100644
index c6a4748..0000000
--- a/experiments/erdos-biogrid/temp_file
+++ /dev/null
@@ -1 +0,0 @@
-Homo-sapiens-3.3.122	19592	169285	[0.15s]	150	3	131
diff --git a/experiments/large-networks/experiment.large-networks.sh b/experiments/large-networks/experiment.large-networks.sh
index 136ba7d..42ae726 100755
--- a/experiments/large-networks/experiment.large-networks.sh
+++ b/experiments/large-networks/experiment.large-networks.sh
@@ -3,36 +3,35 @@
 time_out=3600
 
 experiment_name=large-networks
-output_dir=$experiment_name.$time_out
 data_dir=../../data/
 script_dir=../../scripts/
 
-rm -rf old.$output_dir
-mv $output_dir  old.$output_dir
-mkdir $output_dir
-
-data_sets="konect snap law"
-
-for data_set in $data_sets
-do
-    echo "Evaluating data set $data_set..."
-
-$script_dir/graph.name.sh $data_dir/$data_set | tee $output_dir/$data_set.graph.name
-$script_dir/graph.size.sh $data_dir/$data_set | tee $output_dir/$data_set.graph.size
-#./critical.size.sh $data_dir/$data_set $time_out | tee $output_dir/$data_set.critical.size
-#./maxcritical.size.sh $data_dir/$data_set $time_out | tee $output_dir/$data_set.maxcritical.size
-$script_dir/simple.size.sh $data_dir/$data_set $time_out | tee $output_dir/$data_set.simple.size
-$script_dir/simple.solution.sh $data_dir/$data_set $time_out | tee $output_dir/$data_set.simple.solution
-$script_dir/advanced.size.sh $data_dir/$data_set $time_out | tee $output_dir/$data_set.advanced.size
-$script_dir/advanced.solution.sh $data_dir/$data_set $time_out| tee $output_dir/$data_set.advanced.solution
-
+data_sets="snap konect law"
+
+for item in $data_sets; do
+  echo "Evaluating data set $item..."
+  output_dir=$item
+  rm -rf old.$output_dir
+  mv $output_dir  old.$output_dir
+  mkdir $output_dir
+  data_set=$data_dir/$item
+
+  for file_name in `ls -1 $data_set/*.graph`; do
+    temp=${file_name##*/}
+    temp=${temp%.*}
+    graph_name=$($script_dir/graph.name.sh $file_name)
+    graph_size=$($script_dir/graph.size.sh $file_name)
+    log_file=$output_dir/log.$temp
+
+    #./critical.size.sh $data_dir/$item $time_out | tee $output_dir/$item.critical.size
+    #./maxcritical.size.sh $data_dir/$item $time_out | tee $output_dir/$item.maxcritical.size
+    $script_dir/simple.size.sh     $file_name $time_out | tee -a $log_file
+    $script_dir/simple.solution.sh   $file_name $time_out | tee -a $log_file
+    $script_dir/advanced.size.sh   $file_name $time_out | tee -a $log_file
+    $script_dir/advanced.solution.sh  $file_name $time_out | tee -a $log_file
+    echo "$graph_size" >> $log_file
+    echo "$graph_name" >> $log_file
+  done
 done
 
-cp header.$experiment_name $output_dir/
-cp footer.$experiment_name $output_dir/
-
-cp mk_large_networks_table_data.py $output_dir/
-cd $output_dir
-cat header.$experiment_name > $experiment_name.table.tex
-python mk_large_networks_table_data.py >> $experiment_name.table.tex
-cat footer.$experiment_name >> $experiment_name.table.tex
+python tablegen.py
diff --git a/experiments/large-networks/footer.large-networks b/experiments/large-networks/footer.large-networks
deleted file mode 100644
index a5ee32c..0000000
--- a/experiments/large-networks/footer.large-networks
+++ /dev/null
@@ -1,5 +0,0 @@
-\hline
-\end{tabular}
-\end{center}
-\label{table:solution-large-networks}
-\end{table}
diff --git a/experiments/large-networks/header.large-networks b/experiments/large-networks/header.large-networks
deleted file mode 100644
index 032b5d3..0000000
--- a/experiments/large-networks/header.large-networks
+++ /dev/null
@@ -1,10 +0,0 @@
-\begin{table}
-\caption{We give the size $k_{\max}$ of largest connected component in the kernel from each reduction technique and the running time $t$ of each algorithm to compute an exact maximum independent set. We further give the number of vertices $n$ and edges $m$ for each graph.}
-\scriptsize
-\setlength{\tabcolsep}{.7ex}
-\begin{center}
-\begin{tabular}[tb]{lrr@{\hskip 13pt} rr@{\hskip 13pt} rr} 
-\toprule
-\multicolumn{3}{c}{Graph}  & \multicolumn{2}{c}{\ai}  &\multicolumn{2}{c}{\simple+\mcs}\\
-\multicolumn{1}{l}{Name}  & \multicolumn{1}{c}{$n$}  &  \multicolumn{1}{c}{$m$}      & \multicolumn{1}{c}{$k_{\max}$} & \multicolumn{1}{c}{$t$} & \multicolumn{1}{c}{$k_{\max}$} & \multicolumn{1}{c}{$t$}  \\
-\cmidrule(r){1-1}\cmidrule(r){2-2}\cmidrule(r){3-3}\cmidrule(r){4-4}\cmidrule(r){5-5}\cmidrule(r){6-6}\cmidrule(r){7-7} \\[2pt]
diff --git a/experiments/large-networks/mk_large_networks_table_data.py b/experiments/large-networks/mk_large_networks_table_data.py
deleted file mode 100644
index 3192a38..0000000
--- a/experiments/large-networks/mk_large_networks_table_data.py
+++ /dev/null
@@ -1,117 +0,0 @@
-#! /usr/bin/python
-
-import sys
-import re
-
-def read_in_columns(file_name, rows):
-    critical_kernel_file = open(file_name, 'r')
-
-    first_file=(len(rows)==0)
-
-    index=0
-    for line in critical_kernel_file:
-        if first_file != 1 and index >= len(rows):
-            print "ERROR! Received too many rows from " + file_name
-            sys.exit(1)
-
-        if first_file:
-            rows.append(line.strip().split())
-        else:
-            rows[index].extend(line.strip().split())
-
-        index = index + 1
-
-    if index == 0 and "advanced" in file_name:
-        while index < len(rows):
-            rows[index].append("Missing")
-            index = index + 1
-
-    if index != len(rows):
-        print "ERROR! Received too few rows from " + file_name
-        sys.exit(1)
-
-
-def format_numbers(rows):
-    for row in rows:
-
-        min_time = sys.maxint
-        min_kernel = float('inf')
-        for index in range(0,len(row)):
-            if row[index] == '-' or row[index] == 'Missing':
-                continue
-
-            #print "\"" + row[index] + "\""
-            if index in [3,5,7,9]:
-                if int(row[index]) < min_kernel:
-                    min_kernel = int(row[index])
-
-            if index in [4,6,8,10]:
-                if float(row[index]) < min_time:
-                    min_time = float(row[index])
-
-        for index in range(0,len(row)):
-            make_bold=0
-
-            if row[index] == '-' or row[index] == 'Missing':
-                continue
-
-            if index in [3,5]:
-                make_bold=(int(row[index]) == min_kernel)
-
-            if index in [4,6]:
-                make_bold=(abs(float(row[index]) - min_time) < 0.001)
-
-            if index != 0:
-                row[index] = '\\numprint{' + row[index] + '}'
-
-                if make_bold == 1:
-                    row[index] = '\\textbf{' + row[index] + '}'
-
-
-
-def read_and_format_rows(data_set_name, rows):
-    read_in_columns(data_set_name + '.graph.name',        rows)
-    read_in_columns(data_set_name + '.graph.size',       rows)
-#    read_in_columns(data_set_name + '.critical.size',    rows)
-#    read_in_columns(data_set_name + '.maxcritical.size', rows)
-    read_in_columns(data_set_name + '.advanced.size',    rows)
-    read_in_columns(data_set_name + '.advanced.solution',rows)
-    read_in_columns(data_set_name + '.simple.size',      rows)
-    read_in_columns(data_set_name + '.simple.solution',  rows)
-    format_numbers(rows)
-
-
-
-def print_rows(data_set_name, rows, last):
-    pattern = re.compile('.*\{(.*\d)\}')
-
-    num_columns = 7
-    if len(rows) > 0:
-        num_columns = len(rows[0])
-    sys.stdout.write("\\multicolumn{" + str(num_columns) + "}{l}{\\bf{" + data_set_name + "}} \\\\[2pt]")
-    for row in rows:
-        print ""
-        m = pattern.match(row[1])
-        if m and int(m.group(1)) < 100:
-            continue
-        sys.stdout.write("&".join(row) + " \\\\")
-    if last == 1 or len(rows) == 0:
-        print ""
-    else:
-        print "[8pt]"
-
-# read data sets into the rows
-law_rows = []
-snap_rows = []
-konect_rows = []
-
-read_and_format_rows('law'   , law_rows)
-read_and_format_rows('snap'  , snap_rows)
-read_and_format_rows('konect', konect_rows)
-
-print_rows("LAW Graphs"   , law_rows   ,    0)
-print_rows("SNAP Graphs"  , snap_rows  ,    0)
-print_rows("KONECT Graphs", konect_rows,    1)
-
-#print rows
-
diff --git a/experiments/large-networks/tablegen.py b/experiments/large-networks/tablegen.py
new file mode 100644
index 0000000..08be530
--- /dev/null
+++ b/experiments/large-networks/tablegen.py
@@ -0,0 +1,31 @@
+#! /usr/bin/python
+
+from table_gen import *
+
+same_keys_list = []
+different_keys_list = []
+keys_list = ["graph-name"]
+#[data, type, operation, formating]
+columns_list = [("vertices", "int"), ("edges", "int"), ("simple-set-k", "int"), ("simple-solution", "float")]
+title = "Results of Large Networks Experiments"
+author = "Darren Strash, Daniel Gathogo (automated)"
+column_heads = [("Graph", 3), ("Simple+MCS", 2)]
+#column_heads = [] #empty for non publication table
+column_names = ["Name", "n", "m", "k", "t"] #start with names for each key in keys_list
+
+compare_cols = [] #highlight max or min, zero-indexed count in column_names
+experiment_name = "Large-Networks"
+experiments = ["law", "snap", "konect"]
+sub_headers = ["LAW Graphs", "SNAP Graphs", "KONECT Graphs"]
+table_format = "latex_publication" #latex, latex_publication, markdown
+caption = "We give the size kmax of largest connected component in the kernel from each reduction technique and the running time t of each algorithm to compute an exact maximum independent set. We further give the number of vertices n and edges m for each graph."
+
+table = table_writer()
+table.initialize(experiment_name, table_format, title, author) #packages-optional last argument
+for i in range(len(experiments)):
+    temp_dir = experiments[i] + '/'
+    exp = data_cruncher()
+    exp.process_dir(temp_dir, keys_list)
+    exp.validate_data(same_keys_list, different_keys_list)
+    table.add_experiment(exp, experiments[i], sub_headers[i]) #sub_headers optional
+table.write_table(column_names, column_heads, columns_list, compare_cols, caption)
diff --git a/experiments/large-networks/temp_file b/experiments/large-networks/temp_file
deleted file mode 100644
index c749f98..0000000
--- a/experiments/large-networks/temp_file
+++ /dev/null
@@ -1 +0,0 @@
-dblp-2010	326186	807700	[0.65s]	0	0	0	159952
diff --git a/experiments/sanchis/experiment.sanchis.sh b/experiments/sanchis/experiment.sanchis.sh
index 72973bf..3448091 100755
--- a/experiments/sanchis/experiment.sanchis.sh
+++ b/experiments/sanchis/experiment.sanchis.sh
@@ -1,10 +1,12 @@
 #! /bin/bash
 
 time_out=3600
+seeds=5
+seeds_minus_one=$((seeds - 1))
 
-output_dir=sanchis.$time_out
+output_dir=sanchis
 
-data_dir=../../data/
+data_dir=../../data
 script_dir=../../scripts/
 sanchis_data_set=$data_dir/sanchis
 
@@ -12,19 +14,20 @@ rm -rf old.$output_dir
 mv $output_dir  old.$output_dir
 
 mkdir $output_dir
-
-$script_dir/graph.size.sh         $sanchis_data_set           | tee $output_dir/sanchis.graph.size
-./sanchis.independence.size.sh    $sanchis_data_set           | tee $output_dir/sanchis.independence.size
-$script_dir/critical.size.sh      $sanchis_data_set $time_out | tee $output_dir/sanchis.critical.size
-$script_dir/maxcritical.size.sh   $sanchis_data_set $time_out | tee $output_dir/sanchis.maxcritical.size
-$script_dir/simple.size.time.sh   $sanchis_data_set $time_out | tee $output_dir/sanchis.simple.size
-$script_dir/advanced.size.time.sh $sanchis_data_set $time_out | tee $output_dir/sanchis.advanced.size
-
-cp header.sanchis $output_dir/
-cp footer.sanchis $output_dir/
-cp mk_sanchis_table_data.py $output_dir/
-
-cd $output_dir
-cat header.sanchis > sanchis.table.tex
-python mk_sanchis_table_data.py >> sanchis.table.tex
-cat footer.sanchis >> sanchis.table.tex
+for file_name in `ls -1 $sanchis_data_set/*.graph`; do
+  temp=${file_name##*/}
+  temp=${temp%.*}
+  graph_size=$($script_dir/graph.size.sh $file_name)
+  independence_size=$(./sanchis.independence.size.sh $file_name)
+
+  for seed in $(seq 0 $seeds_minus_one); do
+    log_file=$output_dir/log.$temp.$seed
+    $script_dir/critical.size.sh      $file_name $time_out | tee -a $log_file
+    $script_dir/maxcritical.size.sh   $file_name $time_out | tee -a $log_file
+    $script_dir/simple.size.time.sh   $file_name $time_out | tee -a $log_file
+    echo "$graph_size" >> $log_file
+    echo "$independence_size" >> $log_file
+  done
+done
+
+python tablegen.py
diff --git a/experiments/sanchis/footer.sanchis b/experiments/sanchis/footer.sanchis
deleted file mode 100644
index 00576ea..0000000
--- a/experiments/sanchis/footer.sanchis
+++ /dev/null
@@ -1,5 +0,0 @@
-\hline
-\end{tabular}
-\end{center}
-\label{table:kernel-sanchis}
-\end{table}
diff --git a/experiments/sanchis/header.sanchis b/experiments/sanchis/header.sanchis
deleted file mode 100644
index 4f47c87..0000000
--- a/experiments/sanchis/header.sanchis
+++ /dev/null
@@ -1,10 +0,0 @@
-\begin{table}
-\caption{We give the kernel size $k$ and running time $t$ for each reduction technique on synthetically-generated Sanchis data sets. We also list the data used to generate the graphs: the number of vertices $n$, number of edges $m$, and independence number $\alpha(G)$.}
-\scriptsize
-\setlength{\tabcolsep}{.7ex}
-\begin{center}
-\begin{tabular}[tb]{rrr@{\hskip 13pt} rr@{\hskip 13pt} rr@{\hskip 13pt} rr@{\hskip 13pt} rr} 
-\toprule
-\multicolumn{3}{c}{Graph} & \multicolumn{2}{c}{\critical}& \multicolumn{2}{c}{\maxcritical}& \multicolumn{2}{c}{\advanced}&\multicolumn{2}{c}{\simple} \\
-\multicolumn{1}{c}{$n$}  &  \multicolumn{1}{c}{$m$} &  \multicolumn{1}{c}{$\alpha(G)$} & \multicolumn{1}{c}{$k$} & \multicolumn{1}{c}{$t$}    & \multicolumn{1}{c}{$k$} & \multicolumn{1}{c}{$t$} & \multicolumn{1}{c}{$k$} & \multicolumn{1}{c}{$t$} & \multicolumn{1}{c}{$k$} & \multicolumn{1}{c}{$t$}  \\
-\cmidrule(r){1-1}\cmidrule(r){2-2}\cmidrule(r){3-3}\cmidrule(r){4-4}\cmidrule(r){5-5}\cmidrule(r){6-6}\cmidrule(r){7-7}\cmidrule(r){8-8}\cmidrule(r){9-9}\cmidrule(r){10-10}\cmidrule{11-11}
diff --git a/experiments/sanchis/mk_sanchis_table_data.py b/experiments/sanchis/mk_sanchis_table_data.py
deleted file mode 100644
index 9fcac59..0000000
--- a/experiments/sanchis/mk_sanchis_table_data.py
+++ /dev/null
@@ -1,81 +0,0 @@
-#! /usr/bin/python
-
-import sys
-
-def read_in_columns(file_name, rows):
-    sanchis_file = open(file_name, 'r')
-
-    first_file=(len(rows)==0)
-
-    index=0
-    for line in sanchis_file:
-        if first_file != 1 and index >= len(rows):
-            print "ERROR! Received too many rows from " + file_name
-            sys.exit(1)
-
-        if first_file:
-            rows.append(line.strip().split())
-        else:
-            rows[index].extend(line.strip().split())
-
-        index = index + 1
-
-    if index == 0 and "advanced" in file_name:
-        while index < len(rows):
-            rows[index].append("Missing")
-            rows[index].append("Missing")
-            index = index + 1
-
-    if index != len(rows):
-        print "ERROR! Received too few rows from " + file_name
-        sys.exit(1)
-
-
-rows = []
-read_in_columns('sanchis.graph.size',        rows)
-read_in_columns('sanchis.independence.size', rows)
-read_in_columns('sanchis.critical.size',     rows)
-read_in_columns('sanchis.maxcritical.size',  rows)
-read_in_columns('sanchis.advanced.size',     rows)
-read_in_columns('sanchis.simple.size',       rows)
-
-
-for row in rows:
-
-    min_time = sys.maxint
-    min_kernel = float('inf')
-
-    for index in range(0,len(row)):
-        if row[index] == '-' or row[index] == "Missing":
-            continue
-
-        if index in [3,5,7,9]:
-            if int(row[index]) < min_kernel:
-                min_kernel = int(row[index])
-
-            if int(row[index]) == min_kernel and float(row[index+1]) < min_time:
-                min_time = float(row[index+1])
-
-    for index in range(0,len(row)):
-        if row[index] == '-' or row[index] == "Missing":
-            continue
-
-        if index in [3,5,7,9]:
-            make_kernel_bold = (int(row[index]) == min_kernel)
-            make_time_bold   = (make_kernel_bold and (abs(float(row[index+1]) - min_time) < 0.001))
-            row[index] = '\\numprint{' + row[index] + '}'
-            row[index+1] = '\\numprint{' + row[index+1] + '}'
-
-            if make_kernel_bold==1:
-                row[index] = '\\textbf{' + row[index] + '}'
-            if make_time_bold==1:
-                row[index+1] = '\\textbf{' + row[index+1] + '}'
-
-        elif index < 3:
-            row[index] = '\\numprint{' + row[index] + '}'
-
-for row in rows:
-    print "&".join(row), "\\\\"
-
-#print rows
-
diff --git a/experiments/sanchis/sanchis.independence.size.sh b/experiments/sanchis/sanchis.independence.size.sh
index 057f302..aa85ece 100755
--- a/experiments/sanchis/sanchis.independence.size.sh
+++ b/experiments/sanchis/sanchis.independence.size.sh
@@ -1,9 +1,5 @@
 #! /bin/bash
 
-directory_name=$1
-
-for i in `ls -1 $directory_name/*.graph`; do
-
-    echo $i | sed -e "s#.*/##g" | sed -e 's#sanchis-[0-9]*-\([0-9]*\).graph#\1#g'
-
-done
+experiment_name=$1
+echo -n "independence_number : "
+echo $experiment_name  | sed -e "s#.*/##g" | sed -e 's#sanchis-[0-9]*-\([0-9]*\).graph#\1#g'
diff --git a/experiments/sanchis/tablegen.py b/experiments/sanchis/tablegen.py
new file mode 100755
index 0000000..4a7e668
--- /dev/null
+++ b/experiments/sanchis/tablegen.py
@@ -0,0 +1,32 @@
+#! /usr/bin/python
+
+from table_gen import *
+
+same_keys_list = []
+different_keys_list = []
+keys_list = ["vertices", "edges", "independence_number"]
+#[data, type, operation, formating]
+columns_list = [("critical-set-k", "int"), ("critical-set-time", "float"), ("critical-set-time", "float", "average"), ("maxcritical-set-k", "int"), ("maxcritical-set-time", "float"), ("maxcritical-set-time", "float", "average"), ("simple-set-k", "int"), ("simple-set-time", "float"), ("simple-set-time","float", "average")]
+title = "Results of Sanchis Experiments"
+author = "Darren Strash, Daniel Gathogo (automated)"
+column_heads = [("Graph", 3), ("Critical", 3), ("Maxcritical", 3), ("Simple", 3)]
+#column_heads = [] #empty for non publication table
+column_names = ["n", "m", "q(G)", "k", "t","t-avg", "k", "t","t-avg", "k", "t", "t-avg"] #start with names for each key in keys_list
+
+compare_cols = ["min", 3, 6, 9] #highlight max or min, zero-indexed count in column_names
+experiment_name = "Sanchis"
+experiments = ["sanchis"]
+sub_headers = [] #subheadings for each experiment
+table_format = "latex" #latex, latex_publication, markdown
+caption = "We give the kernel size k and running time t for each reduction technique on synthetically- generated Sanchis data sets. We also list the data used to generate the graphs: the number of vertices n, number of edges m, and independence number q(G)."
+
+table = table_writer()
+table.initialize(experiment_name, table_format, title, author) #packages-optional last argument
+for i in range(len(experiments)):
+    temp_dir = experiments[i]+ "/"
+    exp = data_cruncher()
+    exp.process_dir(temp_dir, keys_list)
+    exp.validate_data(same_keys_list, different_keys_list)
+    table.add_experiment(exp, experiments[i]) #sub_headers[i] optional
+
+table.write_table(column_names, column_heads, columns_list, compare_cols, caption)
diff --git a/experiments/sanchis/temp_file b/experiments/sanchis/temp_file
deleted file mode 100644
index 02f8c54..0000000
--- a/experiments/sanchis/temp_file
+++ /dev/null
@@ -1 +0,0 @@
-sanchis-09000-5899	9000	451349	[0.50s]	0	0	0
diff --git a/scripts/advanced.size.sh b/scripts/advanced.size.sh
index b5abc20..03651a7 100755
--- a/scripts/advanced.size.sh
+++ b/scripts/advanced.size.sh
@@ -4,15 +4,13 @@ directory_name=$1
 time_out=$2
 script_dir="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
 
-for i in `ls -1 $directory_name/*.snap`; do
+#works on .snap
+/home/strash/java/jdk1.8.0_60/bin/java -cp /global_data/strash/reduction-exact-mis-experiments/branch-and-reduce/component/bin Main $i&
 
-    /home/strash/java/jdk1.8.0_60/bin/java -cp /global_data/strash/reduction-exact-mis-experiments/branch-and-reduce/component/bin Main $i&
-
-    #kill after timeout
-    $script_dir/kill_timer.sh $! $time_out 
-    if [ $? -eq 0 ]; then
-        echo "-"
-    else
-        cat temp_file | awk '{print $7}'
-    fi
-done
+#kill after timeout
+$script_dir/kill_timer.sh $! $time_out
+if [ $? -eq 0 ]; then
+    echo "-"
+else
+    cat temp_file | awk '{print "advanced-set-k : "$7}'
+fi
diff --git a/scripts/advanced.size.time.sh b/scripts/advanced.size.time.sh
index 4c4b136..b5d413a 100755
--- a/scripts/advanced.size.time.sh
+++ b/scripts/advanced.size.time.sh
@@ -1,16 +1,16 @@
 #! /bin/bash
 
-directory_name=$1
+experiment_name=$1
 time_out=$2
 script_dir="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
 
-for i in `ls -1 $directory_name/*.snap`; do
+#works on .snap
+/home/strash/java/jdk1.8.0_60/bin/java -cp /global_data/strash/reduction-exact-mis-experiments/branch-and-reduce/kernelize/bin Main $experiment_name&
 
-    /home/strash/java/jdk1.8.0_60/bin/java -cp /global_data/strash/reduction-exact-mis-experiments/branch-and-reduce/kernelize/bin Main $i&
-
-    #kill after timeout
-    $script_dir/kill_timer.sh $! $time_out 
-    if [ $? -eq 0 ]; then
-        echo "- -"
-    fi
-done
+#kill after timeout
+$script_dir/kill_timer.sh $! $time_out
+if [ $? -eq 0 ]; then
+    echo "- -"
+else
+    echo 'Missing' >> temp_file
+fi
diff --git a/scripts/advanced.solution.sh b/scripts/advanced.solution.sh
index 31e0e88..8240833 100755
--- a/scripts/advanced.solution.sh
+++ b/scripts/advanced.solution.sh
@@ -1,18 +1,16 @@
 #! /bin/bash
 
-directory_name=$1
+experiment_name=$1
 time_out=$2
 script_dir="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
 
-for i in `ls -1 $directory_name/*.snap`; do
+#works on .snap
+/home/strash/java/jdk1.8.0_60/bin/java -cp /global_data/strash/reduction-exact-mis-experiments/branch-and-reduce/bin Main $experiment_name > temp_file&
 
-    /home/strash/java/jdk1.8.0_60/bin/java -cp /global_data/strash/reduction-exact-mis-experiments/branch-and-reduce/bin Main $i > temp_file&
-
-    #kill after timeout
-    $script_dir/kill_timer.sh $! $time_out 
-    if [ $? -eq 0 ]; then
-        echo "-"
-    else
-        cat temp_file | awk '{print $4}'
-    fi
-done
+#kill after timeout
+$script_dir/kill_timer.sh $! $time_out
+if [ $? -eq 0 ]; then
+    echo "-"
+else
+    cat temp_file | awk '{print "advanced-set-solution : "$4}'
+fi
diff --git a/scripts/critical.size.sh b/scripts/critical.size.sh
index e95060e..f948b80 100755
--- a/scripts/critical.size.sh
+++ b/scripts/critical.size.sh
@@ -1,19 +1,16 @@
 #! /bin/bash
 
-directory_name=$1
+experiment_name=$1
 time_out=$2
 binary_dir=../../bin
 script_dir="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
 
-for i in `ls -1 $directory_name/*.graph`; do
+$binary_dir/kernel-mis --experiment=kernel-size-critical-set --input-file=$experiment_name --table > temp_file&
 
-    $binary_dir/kernel-mis --experiment=kernel-size-critical-set --input-file=$i --table > temp_file&
-    
 #kill after timeout
-    $script_dir/kill_timer.sh $! $time_out
-    if [ $? -eq 0 ]; then
-        echo "- -"
-    else
-        cat temp_file | awk '{print $6 " " $4}' | sed -e "s#\[##g" | sed -e "s#s\]##g"
-    fi
-done
+$script_dir/kill_timer.sh $! $time_out
+if [ $? -eq 0 ]; then
+    echo "- -"
+else
+    cat temp_file | awk '{print "critical-set-k : "$6 "\n" "critical-set-time : " $4}' | sed -e "s#\[##g" | sed -e "s#s\]##g"
+fi
diff --git a/scripts/graph.name.sh b/scripts/graph.name.sh
index 4861b2b..2f451dd 100755
--- a/scripts/graph.name.sh
+++ b/scripts/graph.name.sh
@@ -1,9 +1,6 @@
 #! /bin/bash
 
-directory_name=$1
+experiment_name=$1
 
-for i in `ls -1 $directory_name/*.graph`; do
-
-    echo $i | sed -e "s#.*/##g" | sed -e "s#\.edges##g" | sed -e "s#\.graph##g" | sed -e "s#\.snap##g" | sed -e "s#-3\.3\.122##g" | sed -e "s#-uniq##g" | sed -e "s#zhishi-##g" | sed -e "s#-friendships##g" | sed -e "s#-relationships##g" | sed -e "s#Immunodeficiency-Virus#HIV#g"
-
-done
+echo -n "graph-name : "
+echo $experiment_name | sed -e "s#.*/##g" | sed -e "s#\.edges##g" | sed -e "s#\.graph##g" | sed -e "s#\.snap##g" | sed -e "s#-3\.3\.122##g" | sed -e "s#-uniq##g" | sed -e "s#zhishi-##g" | sed -e "s#-friendships##g" | sed -e "s#-relationships##g" | sed -e "s#Immunodeficiency-Virus#HIV#g"
diff --git a/scripts/graph.size.sh b/scripts/graph.size.sh
index 921b9c2..03b15e3 100755
--- a/scripts/graph.size.sh
+++ b/scripts/graph.size.sh
@@ -1,10 +1,6 @@
 #! /bin/bash
 
-directory_name=$1
+experiment_name=$1
 binary_dir=../../bin
 
-for i in `ls -1 $directory_name/*.graph`; do
-
-    head -1 $i | awk '{print $1 " " $2}'
-
-done
+head -1 $experiment_name | awk '{print "vertices : " $1 "\n" "edges : " $2}'
diff --git a/scripts/maxcritical.size.sh b/scripts/maxcritical.size.sh
index 55f4148..4be6ebc 100755
--- a/scripts/maxcritical.size.sh
+++ b/scripts/maxcritical.size.sh
@@ -1,19 +1,18 @@
 #! /bin/bash
 
-directory_name=$1
+experiment_name=$1
 time_out=$2
 binary_dir=../../bin
 script_dir="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
 
-for i in `ls -1 $directory_name/*.graph`; do
 
-    $binary_dir/kernel-mis --experiment=kernel-size-maximum-critical-set --input-file=$i --table > temp_file&
-    
+$binary_dir/kernel-mis --experiment=kernel-size-maximum-critical-set --input-file=$experiment_name --table > temp_file&
+
 #kill after timeout
-    $script_dir/kill_timer.sh $! $time_out 
-    if [ $? -eq 0 ]; then
-        echo "- -"
-    else
-        cat temp_file | awk '{print $6 " " $4}' | sed -e "s#\[##g" | sed -e "s#s\]##g"
-    fi
-done
+$script_dir/kill_timer.sh $! $time_out
+if [ $? -eq 0 ]; then
+    echo "- -"
+else
+  cat temp_file | awk '{print "maxcritical-set-k : "$6 "\n" "maxcritical-set-time : "$4}' | sed -e "s#\[##g" | sed -e "s#s\]##g"
+
+fi
diff --git a/scripts/simple.size.sh b/scripts/simple.size.sh
index 6ba8bb3..8a8d709 100755
--- a/scripts/simple.size.sh
+++ b/scripts/simple.size.sh
@@ -1,19 +1,17 @@
 #! /bin/bash
 
-directory_name=$1
+experiment_name=$1
 time_out=$2
 binary_dir=../../bin
 script_dir="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
 
-for i in `ls -1 $directory_name/*.graph`; do
 
-    $binary_dir/kernel-mis --experiment=kernel-size-simple --input-file=$i --table > temp_file&
-    
+$binary_dir/kernel-mis --experiment=kernel-size-simple --input-file=$experiment_name --table > temp_file&
+
 #kill after timeout
-    $script_dir/kill_timer.sh $! $time_out 
-    if [ $? -eq 0 ]; then
-        echo "- -"
-    else
-        cat temp_file | awk '{print $5}' | sed -e "s#\[##g" | sed -e "s#s\]##g"
-    fi
-done
+$script_dir/kill_timer.sh $! $time_out
+if [ $? -eq 0 ]; then
+    echo "- -"
+else
+    cat temp_file | awk '{print "simple-set-k : " $5}' | sed -e "s#\[##g" | sed -e "s#s\]##g" 
+fi
diff --git a/scripts/simple.size.time.sh b/scripts/simple.size.time.sh
index a133ac9..093840b 100755
--- a/scripts/simple.size.time.sh
+++ b/scripts/simple.size.time.sh
@@ -1,19 +1,16 @@
 #! /bin/bash
 
-directory_name=$1
+experiment_name=$1
 time_out=$2
 binary_dir=../../bin
 script_dir="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
 
-for i in `ls -1 $directory_name/*.graph`; do
+$binary_dir/kernel-mis --experiment=kernel-size-simple --input-file=$experiment_name --table > temp_file&
 
-    $binary_dir/kernel-mis --experiment=kernel-size-simple --input-file=$i --table > temp_file&
-    
 #kill after timeout
-    $script_dir/kill_timer.sh $! $time_out 
-    if [ $? -eq 0 ]; then
-        echo "- -"
-    else
-        cat temp_file | awk '{print $5 " " $4}' | sed -e "s#\[##g" | sed -e "s#s\]##g"
-    fi
-done
+$script_dir/kill_timer.sh $! $time_out
+if [ $? -eq 0 ]; then
+    echo "- -"
+else
+    cat temp_file | awk '{print "simple-set-k : "$5 "\n" "simple-set-time : " $4}' | sed -e "s#\[##g" | sed -e "s#s\]##g"
+fi
diff --git a/scripts/simple.solution.sh b/scripts/simple.solution.sh
index e5abb2b..08df0de 100755
--- a/scripts/simple.solution.sh
+++ b/scripts/simple.solution.sh
@@ -1,29 +1,26 @@
 #! /bin/bash
 
-directory_name=$1
+experiment_name=$1
 time_out=$2
 binary_dir=../../bin
 script_dir="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
 
-for i in `ls -1 $directory_name/*.graph`; do
+$binary_dir/kernel-mis --experiment=simple-mcs --input-file=$experiment_name --table > temp_file&
 
-    $binary_dir/kernel-mis --experiment=simple-mcs --input-file=$i --table > temp_file&
-
-    #kill after timeout
-    $script_dir/kill_timer.sh $! $time_out 
-    if [ $? -eq 0 ]; then
+#kill after timeout
+$script_dir/kill_timer.sh $! $time_out
+if [ $? -eq 0 ]; then
 #        echo "Killed successfully..." 1>&2
 #        echo -n "$i "
-        echo "-"
-    else
+    echo "-"
+else
 #        echo -n "$i "
-        grep "ERROR" temp_file 1>&2
-        if [ $? -eq 1 ] &&  [ `cat temp_file | wc -w` != "0" ]; then
-            cat temp_file | awk '{print $4}' | sed -e "s#\[##g" | sed -e "s#s\]##g"
-        else
-            cat temp_file 1>&2
+    grep "ERROR" temp_file 1>&2
+    if [ $? -eq 1 ] &&  [ `cat temp_file | wc -w` != "0" ]; then
+        cat temp_file | awk '{print "simple-solution : "$4}' | sed -e "s#\[##g" | sed -e "s#s\]##g"
+    else
+        cat temp_file 1>&2
 #            echo "Found ERROR!" 1>&2
-            echo "-"
-        fi  
-    fi  
-done
+        echo "-"
+    fi
+fi