diff --git a/splunk.md b/splunk.md
new file mode 100644
index 0000000000..c5885e1dd5
--- /dev/null
+++ b/splunk.md
@@ -0,0 +1,118 @@
+---
+title: Splunk
+category: Splunk
+layout: 2017/sheet
+updated: 2023-10-02
+tags: [WIP]
+---
+
+### Introduction to Searching
+| Command | Overview |
+|:---- | ----------:|
+| index='network_traffic' | Search returning events in the network_traffic index |
+| index=* sourcetype='f5' | Search on all indexes that returns events mapped to the f5 sourcetype |
+| \| datamodel Authentication | Search on the Authentication data model |
+| \| tstats count WHERE index=_internal | Accelerated search on the _internal index |
+| index='network_traffic' [search 404 \| return src] | A search utilizing a sub-search |
+
+### Sorting Results
+
+| Command | Results |
+|:---- | ----------:|
+| \| sort field1 | Sorts field1 in ascending order |
+| \| sort 0 field1 | Sorts in ascending order and return all results |
+| \| sort -field1 | Sorts in descending order |
+| \| sort 100 field1 | Sorts ascending and return first 100 results |
+| \| sort num(field1) | Sorts numerically |
+| \| sort str(field1) | Sorts lexicographically |
+
+### Filtering Results
+
+| Command | Results |
+|:---- | ----------:|
+| \| where distance > 100 | Keeps results where 'distance' is greater than 100 |
+| \| dedup host | Keep the first result for each unique host |
+| \| dedup source, host | Keep the first result for each unique combination of source and host values |
+| \| dedup 3 source | Keep the first three results for each unique source |
+| \| head 5 | Return the first 5 results |
+| \| head (action="startup") | Return the first events until we reach an event that does not have action="startup" |
+| \| tail 5 | Return the last 5 results |
+
+### Reporting Results
+
+| Command | Results |
+|:---- | ----------:|
+| \| top 20 url | Return the top 20 most common results |
+| \| top 5 user by host | Return the top 5 users for each host |
+| \| top user, host | Return the top 10 (default) user-host combinations |
+| \| rare 20 url | Return the 20 least common results |
+| \| rare 5 user by host | Returns the 5 least common users for each host |
+| \| rare user, host | Return the 10 (default) least common user-host combinations |
+
+## Stats
+
+| Command | Results |
+|:---- | ----------:|
+| \| stats dc(host) | Returns the distinct count of hosts (unique values) |
+| \| stats avg(kbps) by host | Returns the average value of kbps |
+| \| stats sum(count) as total | Returns a sum of events and renames column to total |
+| \| stats count(events) | Returns a number of occurrences of events |
+
+Note: Stats commands utilize the Mathematical Calculations as seen below
+
+## Mathematical Calculations
+
+| Command | Results |
+|:---- | ----------:|
+| dc(x) | Distinct count of the values of 'x' field |
+| count(x) | Number of occurrences of the values of 'x' field |
+| avg(x) | Average of the values of 'x' field |
+| max(x) | Maximum value within the 'x' field values |
+| min(x) | Minimum value within the 'x' field values |
+| median(x) | Middle-most value of field 'x' |
+| mode(x) | Returns the most frequent value of field 'x' |
+| perc<percent-num>(x) | Returns the percent-num value of field x. Perc5(x) for example returns 5th percentile |
+| range(x) | Difference between max and min of 'x' |
+| stdev(x) | Returns the standard deviation of field 'x' |
+| sum(x) | Sum of values within the 'x' field |
+| var(x) | Sample variance of field 'x' |
+
+## Value Selections
+
+| Command | Results |
+|:---- | ----------:|
+| first(x) | First value of the 'x' field (Chronologically) |
+| last(x) | Last value of the 'x' field (Chronologically) |
+| list(x) | lists all values of 'x' as a multivalue entry. Order values order of input events |
+| values(x) | Returns all distinct values of 'x', ordered lexicographically |
+
+## Timechart ONLY
+
+| Command | Results |
+|:---- | ----------:|
+| per_day(x) | rate of field 'x' per day |
+| per_hour(x) | rate of field 'x' per hour |
+| per_minute(x) | rate of field 'x' per hour |
+| per_second(x) | rate of field 'x' per second |
+| \| timechart span=1m avg(CPU) by host | Charts the average cpu usage by host each minute |
+
+## Field Manipulation
+
+| Command | Results |
+|:---- | ----------:|
+| fields - x, y | Removes fields x and y from the results |
+| fields x y | Keeps only fields x and y |
+| fields err* | Keeps all fields that begin with err |
+| replace 127.0.0.1 with localhost | Changes all field values of 127.0.0.1 with localhost |
+| replace aug with August in start_month end_month | Changes all field values of aug to August in the start_month and end_month fields|
+| eval velocity=distance/time | Sets a velocity field which equals distance divided by time |
+| eval status = if(error == 200, "OK", "Error") | Sets status to ok if 200 otherwise sets status to Error |
+| rex | Allows for Perl Compatible Regular Expressions |
+
+### Lookups
+| Command | Results |
+|:---- | ----------:|
+| \| lookup dnslookup host OUTPUT ip | Adds the ip to corresponding hosts (host) from the dns lookup. Host must match in the lookup and in the events being searched through. |
+| \| inputlookup users.csv | Searches the users.csv lookup table file directly |
+| \| outputlookup usertogroup | Writes to the usertogroup lookup table |
+| \| outputlookup usertogroup append=True | Appends data to the usertogroup lookup table file |