diff --git a/max-temp/README.md b/max-temp/README.md
deleted file mode 100644
index e8e619c36..000000000
--- a/max-temp/README.md
+++ /dev/null
@@ -1,11 +0,0 @@
-## Max-Temp
-> Downloads and processes large temperature data set
-
-## Running Max-Temp
-
-* By default we're downloading data from the year 2015. 
-* --flags can be: --pre (for preprocessing), --pro (for processing), --full (for full execution)
-* TODO: --small, --large input specification
-
-
-
diff --git a/max-temp/analytics-preprocess.sh b/max-temp/analytics-preprocess.sh
deleted file mode 100755
index c49b0fc1a..000000000
--- a/max-temp/analytics-preprocess.sh
+++ /dev/null
@@ -1,15 +0,0 @@
-#!/bin/bash
-#https://www1.ncdc.noaa.gov/pub/data/noaa/ works!
-## KK: not exactly. It returns a different format!
-IN=${IN:-'https://atlas-group.cs.brown.edu/data/noaa/ '}
-
-sed "s;^;$IN;" |
-    sed 's;$;/;' |
-    xargs -r -n 1 curl -s |
-    grep gz |
-    tr -s ' \n' |
-    cut -d ' ' -f9 |
-    sed 's;^\(.*\)\(20[0-9][0-9]\).gz;\2/\1\2\.gz;' |
-    sed  "s;^;$IN;" |
-    xargs -n1 curl -s |
-    gunzip
\ No newline at end of file
diff --git a/max-temp/analytics-process.sh b/max-temp/analytics-process.sh
deleted file mode 100755
index 9ad160d87..000000000
--- a/max-temp/analytics-process.sh
+++ /dev/null
@@ -1,19 +0,0 @@
-#!/bin/bash
-
-## Processing
-cat "${data_file}" |
-  cut -c 88-92 |
-  grep -v 999 |
-  sort -rn |
-  head -n1 > ${outputs_dir}/max.txt
-
-cat "${data_file}" |
-  cut -c 88-92 |
-  grep -v 999 |
-  sort -n |
-  head -n1 > ${outputs_dir}/min.txt
-
-cat "${data_file}" |
-  cut -c 88-92 |
-  grep -v 999 |
-  awk "{ total += \$1; count++ } END { print total/count }" > ${outputs_dir}/average.txt 
\ No newline at end of file
diff --git a/max-temp/cleanup.sh b/max-temp/cleanup.sh
new file mode 100755
index 000000000..c57ffff1e
--- /dev/null
+++ b/max-temp/cleanup.sh
@@ -0,0 +1,8 @@
+#!/bin/bash
+
+REPO_TOP=$(git rev-parse --show-toplevel)
+results_dir="${REPO_TOP}/max-temp/results"
+
+echo "Cleaning up outputs..."
+rm -rf $results_dir
+
diff --git a/max-temp/input.sh b/max-temp/input.sh
new file mode 100755
index 000000000..7053ba6cb
--- /dev/null
+++ b/max-temp/input.sh
@@ -0,0 +1,25 @@
+#!/bin/bash
+
+REPO_TOP=$(git rev-parse --show-toplevel)
+
+eval_dir="${REPO_TOP}/max-temp"
+results_dir="${eval_dir}/results"
+scripts_dir="${eval_dir}/scripts"
+input_dir="${eval_dir}/input"
+
+FROM=${FROM:-2015}
+TO=${TO:-2015}
+URL='https://www1.ncdc.noaa.gov/pub/data/noaa/'
+
+## Downloading and extracting
+seq $FROM $TO |
+  sed "s;^;$URL;" |
+  sed 's;$;/;' |
+  xargs -r -n1 --insecure |
+  grep gz |
+  tr -s ' \n' |
+  cut -d ' ' -f9 |
+  sed 's;^\(.*\)\(20[0-9][0-9]\).gz;\2/\1\2\.gz;' |
+  sed "s;^;$URL;" |
+  xargs -n1 curl --insecure |
+  gunzip > "$input_dir/temperatures2015.txt"
diff --git a/max-temp/input/.gitignore b/max-temp/input/.gitignore
new file mode 100644
index 000000000..8b1378917
--- /dev/null
+++ b/max-temp/input/.gitignore
@@ -0,0 +1 @@
+
diff --git a/max-temp/inputs/README.md b/max-temp/inputs/README.md
deleted file mode 100644
index e69de29bb..000000000
diff --git a/max-temp/inputs/cleanup.sh b/max-temp/inputs/cleanup.sh
deleted file mode 100644
index 203aecabf..000000000
--- a/max-temp/inputs/cleanup.sh
+++ /dev/null
@@ -1,4 +0,0 @@
-#!/bin/bash
-
-echo "Cleaning up"
-rm -r temp
diff --git a/max-temp/inputs/dependencies.sh b/max-temp/inputs/dependencies.sh
deleted file mode 100644
index b5be726f6..000000000
--- a/max-temp/inputs/dependencies.sh
+++ /dev/null
@@ -1,3 +0,0 @@
-#!/bin/bash
-
-echo "Clearing depedencies"
\ No newline at end of file
diff --git a/max-temp/inputs/inputs.sh b/max-temp/inputs/inputs.sh
deleted file mode 100644
index 8d8e0dbdb..000000000
--- a/max-temp/inputs/inputs.sh
+++ /dev/null
@@ -1,11 +0,0 @@
-#!/bin/bash
-
-#setup_dataset_max_temp() {
-#  echo 'This experiment is expected to fetch data from a remote server'
-#  echo 'To fetch the original dataset, use an FTP client'
-#  echo 'e.g., "lftp ftp://ftp.ncdc.noaa.gov/pub/data/noaa"'
-#} 
-
-
-echo "Setting up inputs"
-#setup_dataset_max_temp
\ No newline at end of file
diff --git a/max-temp/inputs/run.sh b/max-temp/inputs/run.sh
deleted file mode 100644
index c17c24871..000000000
--- a/max-temp/inputs/run.sh
+++ /dev/null
@@ -1,40 +0,0 @@
-if [[ "$1" == "-c" ]]; then
-    rm -r ../outputs/*
-    return 0
-fi
-
-max-temp(){
-    outputs_dir="../outputs"
-    times_file="${outputs_dir}/time.res"
-    hashed_file="${outputs_dir}/hashed.res"
-    outputs_suffix=".out"
-    local script=$1
-
-    if [ -e "${times_file}" ]; then
-        echo "skipping max-temp"
-        return 0
-    fi 
-
-    if [ ! -d ../data ]; then
-        mkdir ../data
-    fi
-    
-    mkdir -p "$outputs_dir"
-    touch "$times_file"
-    outputs_file="${outputs_dir}/${script}.${outputs_suffix}"
-    echo "${script}.sh:" $({ time ../${script}.sh > "${outputs_file}"; } 2>&1) | tee -a "$times_file"
-
-}
-
-if [[ $1 == "--pre" ]]; then
-    script="analytics-preprocess"
-elif [[ $1 == "--pro" ]]; then
-    script="analytics-process"
-elif [[ $1 == "--full" ]] || [[ $1 == "" ]] ; then
-    script="temp-analytics"
-else
-    echo "Invalid choice! Choices are --pre (for preprocessing), --pro (for processing), --full (for everything)"
-    return 0
-fi
-
-max-temp $script
\ No newline at end of file
diff --git a/max-temp/inputs/tes.sh b/max-temp/inputs/tes.sh
deleted file mode 100644
index 9608fb571..000000000
--- a/max-temp/inputs/tes.sh
+++ /dev/null
@@ -1,45 +0,0 @@
-#!/bin/bash    
-#This is just for testing. DON'T LOOK
-
-size='.'
-file1="../for_validation/${size}/for_validation.time"
-file2="../outputs/${size}/asimpletime.res"
-
-convert_to_seconds() {
-    delimiter_min="m"
-    delimiter_sec="s"
-    delimiter_dec=","
-
-    local num1=$1
-
-    local minutes="${num1%%$delimiter_min*}"
-    local seconds="${num1#*$delimiter_min}"
-    local seconds="${seconds%%$delimiter_sec*}"
-    local seconds_before="${seconds%%$delimiter_dec*}"
-    local seconds_dec="${seconds#*$delimiter_dec}"
-
-    local total_sec=$((minutes * 60000 + seconds_before * 1000 + seconds_dec))
-    echo "$total_sec"
-}
-
-cut1=$(awk '{print $3}' "$file1")
-cut2=$(awk '{print $3}' "$file2")
-cutname=$(awk '{print $1}' "$file1")
-
-paste <(echo "$cutname") <(echo "$cut1") <(echo "$cut2") > "./temp/joint_cut.txt"
-
-while read -r num1 num2 num3; do
-
-    first=$(convert_to_seconds "$num2")
-    second=$(convert_to_seconds "$num3")
-
-    diff=$((first - second))
-    if [ "$diff" -lt 0 ];then
-        diff=$((-diff))
-    fi
-
-    if [[ $diff -gt $((first * 2 / 100)) ]];then #does not work for very small times :(
-        echo "$num1" "Deviation in excecution times! Make sure everything runs smoothly."
-    fi
-
-done < "./temp/joint_cut.txt"
\ No newline at end of file
diff --git a/max-temp/inputs/verify.sh b/max-temp/inputs/verify.sh
deleted file mode 100644
index ec0d038cf..000000000
--- a/max-temp/inputs/verify.sh
+++ /dev/null
@@ -1,74 +0,0 @@
-#!/bin/bash
-convert_to_seconds() {
-    delimiter_min="m"
-    delimiter_sec="s"
-    delimiter_dec=","
-
-    local num1=$1
-
-    local minutes="${num1%%$delimiter_min*}"
-    local seconds="${num1#*$delimiter_min}"
-    local seconds="${seconds%%$delimiter_sec*}"
-    local seconds_before="${seconds%%$delimiter_dec*}"
-    local seconds_dec="${seconds#*$delimiter_dec}"
-
-    local total_sec=$((10#$minutes * 60000 + 10#$seconds_before * 1000 + 10#$seconds_dec))
-    echo "$total_sec"
-}
-
-time_check(){
-    local file1=$1
-    local file2=$2
-
-    local cut1=$(awk '{print $3}' "$file1")
-    local cut2=$(awk '{print $3}' "$file2")
-    local cutname=$(awk '{print $1}' "$file1")
-
-    paste <(echo "$cutname") <(echo "$cut1") <(echo "$cut2") > "./temp/joint_cut.txt"
-
-    while read -r num1 num2 num3; do
-
-        local first=$(convert_to_seconds "$num2")
-        local second=$(convert_to_seconds "$num3")
-
-        local diff=$((first - second))   
-        
-        if [ "$diff" -lt 0 ];then
-            diff=$((-diff))
-        fi
-
-        if [[ $diff -gt $((first * 20 / 100)) ]];then #does not work for very small times :(
-            echo "$num1" "Deviation in excecution times! Make sure everything runs smoothly."
-        fi
-
-    done < "./temp/joint_cut.txt"
-}
-echo "Verifying correct execution"
-echo ""
-
-if [ ! -d ./temp ]; then
-    mkdir ./temp
-fi
-
-size="." #changes for small/large inputs
-og_output_time="../for_validation/${size}/for_validation.time"
-my_output_time="../outputs/${size}/time.res"
-
-echo "Time comparison"
-time_check "$og_output_time" "$my_output_time" 
-
-echo ""
-
-echo "Values comparison"
-og_output_avg="../for_validation/${size}/for_validation.avg"
-og_output_min="../for_validation/${size}/for_validation.min"
-og_output_max="../for_validation/${size}/for_validation.max"
-
-my_output_avg="../outputs/${size}/average.txt"
-my_output_min="../outputs/${size}/min.txt"
-my_output_max="../outputs/${size}/max.txt"
-
-
-diff -q "$og_output_avg" "$my_output_avg"
-diff -q "$og_output_min" "$my_output_min"
-diff -q "$og_output_max" "$my_output_max"
\ No newline at end of file
diff --git a/max-temp/max-temp.sh b/max-temp/max-temp.sh
deleted file mode 100755
index f12fdd54d..000000000
--- a/max-temp/max-temp.sh
+++ /dev/null
@@ -1,24 +0,0 @@
-#!/bin/bash
-
-FROM=${FROM:-2015}
-TO=${TO:-2015}
-IN=${IN:-'https://atlas-group.cs.brown.edu/data/noaa/ '}
-fetch=${fetch:-"curl -s"}
-
-seq $FROM $TO |
-    ## URL manipulation and data download
-    sed "s;^;$IN;" |
-    sed 's;$;/;' |
-    xargs -r -n 1 $fetch |
-    grep gz |
-    tr -s ' \n' |
-    cut -d ' ' -f9 |
-    sed 's;^\(.*\)\(20[0-9][0-9]\).gz;\2/\1\2\.gz;' |
-    sed "s;^;$IN;" |
-    xargs -n1 curl -s |
-    gunzip |
-    ## Processing
-    cut -c 88-92 |
-    grep -v 999 |
-    sort -rn |
-    head -n1 
\ No newline at end of file
diff --git a/max-temp/new-temp-analytics.sh b/max-temp/new-temp-analytics.sh
deleted file mode 100755
index a9c0f4a07..000000000
--- a/max-temp/new-temp-analytics.sh
+++ /dev/null
@@ -1,44 +0,0 @@
-#!/bin/bash
-
-FROM=${FROM:-2015}
-TO=${TO:-2015}
-# IN=${IN:-'https://www1.ncdc.noaa.gov/pub/data/noaa/'}
-IN=${IN:-'https://atlas-group.cs.brown.edu/data/noaa/'}
-fetch=${fetch:-"curl -s"}
-
-data_dir=../data
-outputs_dir=../outputs
-
-
-## Downloading and extracting
-for year in $(seq $FROM $TO)
-do
-    url_year="$IN$year/"
-    data_file="${data_dir}/temperatures.$year.txt"
-    ## Note: I am concerned about the use of -s because it might hide some error which might make it hard to find
-    curl -s "$url_year" |
-    grep gz |
-    ## --------- NECESSARY WHEN DOWNLOADING FROM NOAA -----------
-    ## note: regexp generated with ChatGPT
-    ## sed -n 's/.*href="\([^"]*\.gz\)".*/\1/p' |
-    ## sed "s;^;$url_year;" |
-    ## ----------------------------------------------------------
-    tr -s ' \n' |
-    cut -d ' ' -f9 |
-    sed 's;^\(.*\)\(20[0-9][0-9]\).gz;\2/\1\2\.gz;' |
-    sed  "s;^;$IN;" |
-    ## Note: I am concerned about the use of -s because it might hide some error which might make it hard to find
-    xargs -n1 curl -s |
-    gunzip > "${data_file}"
-done
-
-for year in $(seq $FROM $TO)
-do
-    data_file="${data_dir}/temperatures.$year.txt"
-    cat "${data_file}" |
-    cut -c 88-92 |
-    grep -v 999 |
-    sort -rg |
-    head -n1 > ${outputs_dir}/max.$year.txt
-    echo "Max for $year is $(cat ${outputs_dir}/max.$year.txt)"
-done
\ No newline at end of file
diff --git a/max-temp/run.sh b/max-temp/run.sh
new file mode 100755
index 000000000..d9f917484
--- /dev/null
+++ b/max-temp/run.sh
@@ -0,0 +1,19 @@
+#!/bin/bash
+
+REPO_TOP=$(git rev-parse --show-toplevel)
+
+eval_dir="${REPO_TOP}/max-temp"
+results_dir="${eval_dir}/results"
+scripts_dir="${eval_dir}/scripts"
+input_dir="${eval_dir}/input"
+
+shell="/bin/bash"
+
+mkdir -p $results_dir
+
+export input_file=${input_dir}/temperatures2015.txt
+export results_dir
+script="${scripts_dir}/temp-analytics.sh"
+
+echo "Executing $(basename "$script")"
+$shell "$script" > "$results_dir/$(basename "$script").out"
diff --git a/max-temp/scripts/temp-analytics.sh b/max-temp/scripts/temp-analytics.sh
new file mode 100755
index 000000000..0c01fbc54
--- /dev/null
+++ b/max-temp/scripts/temp-analytics.sh
@@ -0,0 +1,21 @@
+#!/bin/bash
+
+[[ -n "$input_file" ]] || echo "script was not provided with \$input_file"
+[[ -n "$results_dir" ]] || echo "script was not provided with \$results_dir"
+
+cat "${input_file}" |
+  cut -c 88-92 |
+  grep -v 999 |
+  sort -rn |
+  head -n1 > ${results_dir}/max.txt
+
+cat "${input_file}" |
+  cut -c 88-92 |
+  grep -v 999 |
+  sort -n |
+  head -n1 > ${results_dir}/min.txt
+
+cat "${input_file}" |
+  cut -c 88-92 |
+  grep -v 999 |
+  awk "{ total += \$1; count++ } END { print total/count }" > ${results_dir}/average.txt 
diff --git a/max-temp/temp-analytics.sh b/max-temp/temp-analytics.sh
deleted file mode 100755
index 0102eee7f..000000000
--- a/max-temp/temp-analytics.sh
+++ /dev/null
@@ -1,43 +0,0 @@
-#!/bin/bash
-#https://www1.ncdc.noaa.gov/pub/data/noaa/ seems to be working yay!
-#!/bin/bash
-
-FROM=${FROM:-2015}
-TO=${TO:-2015}
-IN=${IN:-'https://www1.ncdc.noaa.gov/pub/data/noaa/'}
-fetch=${fetch:-"curl -s"}
-
-data_dir=../data
-outputs_dir=../outputs
-data_file=${data_dir}/temperatures.txt
-
-## Downloading and extracting
-seq $FROM $TO |
-  sed "s;^;$IN;" |
-  sed 's;$;/;' |
-  xargs -r -n 1 $fetch |
-  grep gz |
-  tr -s ' \n' |
-  cut -d ' ' -f9 |
-  sed 's;^\(.*\)\(20[0-9][0-9]\).gz;\2/\1\2\.gz;' |
-  sed "s;^;$IN;" |
-  xargs -n1 curl -s |
-  gunzip > "${data_file}"
-
-## Processing
-cat "${data_file}" |
-  cut -c 88-92 |
-  grep -v 999 |
-  sort -rn |
-  head -n1 > ${outputs_dir}/max.txt
-
-cat "${data_file}" |
-  cut -c 88-92 |
-  grep -v 999 |
-  sort -n |
-  head -n1 > ${outputs_dir}/min.txt
-
-cat "${data_file}" |
-  cut -c 88-92 |
-  grep -v 999 |
-  awk "{ total += \$1; count++ } END { print total/count }" > ${outputs_dir}/average.txt 
\ No newline at end of file
diff --git a/max-temp/verify.sh b/max-temp/verify.sh
new file mode 100755
index 000000000..7b488d906
--- /dev/null
+++ b/max-temp/verify.sh
@@ -0,0 +1,18 @@
+#!/bin/bash
+
+REPO_TOP=$(git rev-parse --show-toplevel)
+
+eval_dir="${REPO_TOP}/max-temp"
+results_dir="${eval_dir}/results"
+correct_dir="${eval_dir}/correct-results"
+
+diff "$results_dir/average.txt" "$correct_dir/average.txt" \
+    && diff "$results_dir/min.txt" "$correct_dir/min.txt" \
+    && diff "$results_dir/max.txt" "$correct_dir/max.txt"
+
+if [ $? -eq 0 ]; then
+    echo "Valid"
+else
+    echo "Invalid"
+    exit 1
+fi
diff --git a/max-temp/whole_shebang.sh b/max-temp/whole_shebang.sh
deleted file mode 100644
index e246015a3..000000000
--- a/max-temp/whole_shebang.sh
+++ /dev/null
@@ -1,15 +0,0 @@
-#!/bin/bash
-
-echo "Start"
-echo " || "
-cd inputs
-source ./inputs.sh 
-echo " || "
-source ./run.sh $1
-echo " || "
-source ./verify.sh
-echo " || "
-source ./cleanup.sh
-cd ..
-echo " || "
-echo "We did it!"