Unusual Event Point-in-Time Feed¶
General Information¶
VerityData's Unusual Events help you isolate statistically notable types of insider buying and selling activity. The VerityData Unusual Event History file lists all Unusual Events which have been archived by the VerityData platform. The point-in-time format allows you to build daily snapshots by ingesting daily delta (inserts/edits) files rather than reprocessing the entire history every day.
Some notes on the point-in-time format:
- Updates to company-related fields (ticker, cusip, company_name, etc.) do not trigger updates in the feed, only updates to event specific fields trigger an update.
- Company-related fields are as of the asof field, not the original insert, meaning values such as ticker, cusip, etc. may change when comparing an initial insert to a later update for the same event. (e.g. an event with ticker "FOO" at insert will show as "BAR" on subsequent updates if the company's ticker changed between the two asof dates. The original insert will always show "FOO", however.)
- Not all fields are available with point-in-time accuracy. Please see the Data Dictionary for more information.
Data Dictionary¶
| Heading | Description |
|---|---|
| ticker | Ticker of the company. A ticker with [brackets] denotes companies that are no longer active. |
| cusip | CUSIP identifier of the company. |
| class_status | Denotes the status of the company at the time of the lastupdate. Useful to exclude posthumous edits to inactive companies from your modeling / testing. |
| company_name | Name of the company. |
| sector | Sector of the company. |
| mcap | [Not Point In Time Data] The Market Cap. of the company, as of the Trade Date. |
| event_date | The date that the Event was triggered. Generally this is the same as the Disclosure Date of the source. |
| insert_date | The date that the Event was generated by our system. Generally this is the same as the Disclosure Date of the source. |
| evcode | The 3-digit Event Code denoting the type of Event which was triggered. See table below for more details on the Events and Event Codes. |
| event_name | Event Name for the triggered event. |
| txnid | If the Event was based on an Insider Transaction, the Txn ID for the transaction will be listed. The Txn ID is a column provided in our Insider Transaction feeds. This column serves as an identifier to look up the Txn which triggered the event. |
| headline | The Headline for the Event Brief. NOTE: This column will only yield values for Research Brief Events (Actionable Buy Brief, Actional Sell Brief, Informational Buy Brief, etc.) |
| eventid | The unique ID given to the Event. |
| last_update | The date of the last update for this entry. |
| edit_action | "U" for update, "D" for delete and "I" for new insert. |
| asof | The date the record appeared in the feed |
Historical Unusual Event Feed¶
The VerityData Unusual Event History file lists all Unusual Events which have been archived by the VerityData platform. These events help you isolate statistically notable types of insider buying and selling activity.
Data Dictionary¶
| Heading | Description |
|---|---|
| cusip | CUSIP identifier of the company. |
| ticker | Ticker of the company. A ticker with [brackets] denotes companies that are no longer active. |
| companyname | Name of the company. |
| trade_date | The Date that the Event was triggered. Generally this is the same as the Disclosure Date of the source |
| mcpa | The Market Cap. of the company, as of the Trade Date. |
| companyscore | Our proprietary Company Score, as of the Trade Date. NOTE: Not all companies will have a Company Score – this is generally due to a lack of Insider Transactions to generate a score. |
| eventid | The unique ID given to the Event. |
| txnid | If the Event was based on an Insider Transaction, the Txn ID for the transaction will be listed. The Txn ID is a column provided in our Insider Transaction feeds. This column serves as an identifier to look up the Txn which triggered the event. |
| evcode (Event Code) |
The 3-digit Event Code denoting the type of Event which was triggered. See table below for more details on the Events and Event Codes. |
| eventname | Event Name for the triggered event. |
| headline | The Headline for the Event Brief. NOTE: This column will only yield values for Research Brief Events (Actionable Buy Brief, Actional Sell Brief, Informational Buy Brief, etc.) |
| lastupdate | Only available in the Edits Feed - The Date and Time of the latest update for the Event. |
| edit_action | Only Available in the Edits Feed – returns “I” if the row should be considered a new Insert; “D” if the edit is a delete of an existing row. |
Listing of Events¶
| Event Code | Event Name | Category | Description |
|---|---|---|---|
| 505 | Actionable Buy Brief | Buy Unusual Events | Highlights activity that our Director of Research feels is most likely to generate alpha on the long side. We started publishing Research Briefs in January 2008. We added the Actionable filter in mid-January 2009. |
| 510 | Informational Buy Brief | Buy Unusual Events | Highlights buying activity where: 1) our research team doesn't find it compelling enough to make it “Actionable” or 2) there is activity that we believe isn’t as actionable as it may seem on the surface, i.e. buying as a result of a clause in an employment agreement. |
| 101 | Buy Inflection | Buy Unusual Events | Identifies accelerations in buying activity, either from insider selling to buying or no/some buying to lots of buying. Buying inflections are based on changes in the Company Score and the Company Score must rise to 8 or higher to generate an inflection. |
| 104 | Cluster Buying | Buy Unusual Events | When either of the following occurs: 1) the total number of unique buyers equals three and there are at least two unique officers buying, or 2) the total number of unique buyers is at least four and there is at least one unique officer making a purchase. For both cases we look at activity over 30-day periods and exclude 10% owners from the counts. |
| 105 | $100K CEO/CFO Buy | Buy Unusual Events | Buys by either a CEO or CFO that are over $100,000 and where the insider increases their ownership by more than 1%. |
| 106 | High IQ Buy | Buy Unusual Events | Buys of over $50,000 where the insider has an Insider IQ of 3+ stars (out of 4 total). |
| 107 | Buy Reversal | Buy Unusual Events | An insider who is buying for the first time after the same insider had previously sold stock. Specifically we look for the first time any insider makes a buy of greater than $25,000 after they had either: 1) made a sell greater than $50,000 or 2) made an exercise and sell greater than $50,000 - within the prior three to eighteen months. |
| 108 | Buy on Strength | Buy Unusual Events | Buys of more than $50,000 where the insider increases ownership by more than 1% and where the stock is up by more than 8% for the three months prior to the transaction. 10% owner transactions are not eligible. |
| 109 | Buy on Weakness | Buy Unusual Events | Buys of more than $50,000 where the insider increases ownership by more than 1% and where the stock is down by more than -15% for the three months prior to the transaction. 10% owner transactions are not eligible. |
| 113 | Initial Off. Buy | Buy Unusual Events | The first buy at the company by an Officer-type (including CEOs & CFOs). The buy must be greater than $50,000. |
| 114 | Initial Dir. Buy | Buy Unusual Events | The first buy at the company by a Director-type. The buy must be greater than $50,000. |
| 119 | New Buy 10b5-1 Plan | Buy Unusual Events | Disclosures related to the initiation of a 10b5-1 ("pre-arranged") trading plan involving the purchase of shares. |
| 121 | Short-Swing Buy | Buy Unusual Events | |
| 150 | New 13D Investor | Buy Unusual Events | Generated by a 13D filing of greater than 5% where the filer had no prior ownership or where the last prior disclosure for the company was a liquidation that occurred more than two years ago. |
| 151 | 13D Investor Increase | Buy Unusual Events | We look for 13D-type filings where the filer increases its stake by greater than 25% from its previous 13F or 13D filing. Generally it is reflected via a 13D/A type filing. |
| 152 | Initial >5% 13D Filing | Buy Unusual Events | Generated by a 13D filing of greater than 5% and the filer previously had position in the company. For example, a filer owned 3.4% of XYZ as of the June 30th 13F and then filed a 13D owning 5.6% in July. |
| 153 | Returning >5% 13D Filing | Buy Unusual Events | Generated by a 13D filing of greater than 5% where the filers prior ownership was less than 5% and where the filer had been over 5% within the past two years. |
| 154 | New >5% 13G Filing | Buy Unusual Events | Generated by a 13G filing of greater than 5% where the filer had no prior ownership or where the last prior disclosure for the company was a liquidation that occurred more than two years ago. |
| 155 | New >10% 13G Filing | Buy Unusual Events | Generated by a 13G filing of greater than 10% where the filer had no prior ownership or where the last prior disclosure for the company was a liquidation that occurred more than two years ago. |
| 157 | Initial >5% 13G Filing | Buy Unusual Events | Generated by a 13G filing of greater than 5% where the filer previously had position in the company. For example, a filer owned 3.4% of XYZ as of the June 30th 13F and then filed a 13G owning 5.6% in July. |
| 158 | Initial >10% 13G Filing | Buy Unusual Events | Generated by a 13G filing of greater than 10% where the filer previously had position in the company. For example, a filer owned 3.4% of XYZ as of the June 30th 13F and then filed a 13G owning 11.2% in July. |
| 159 | Returning >5% 13G Filing | Buy Unusual Events | Generated by a 13G filing of greater than 5% where the filer's prior ownership was less than 5% and where the filer had been over 5% within the past two years. See this example of Lone Pine with KORS. |
| 160 | Returning >10% 13G Filing | Buy Unusual Events | Generated by a 13G filing of greater than 10% where the filer's prior ownership was less than 10% and where the filer had been over 10% within the past two years. |
| 161 | Informational 13D | Buy Unusual Events | A 13D that does not contain any ownership information. In these cases we carry over the shares and percent company owned from the prior 13D filing. |
| 162 | 13D to G Change | Buy Unusual Events | Generated by a 13G filing of greater than 5% where the filer had previously filed a 13D for any level of ownership. |
| 163 | 13G to D Change | Buy Unusual Events | Generated by a 13D filing of greater than 5% where the filer had previously filed a 13G for any level of ownership. |
| 193 | Extreme Cessation | Buy Unusual Events | Extreme Cessation |
| 192 | Cessation of Selling | Buy Unusual Events | Cessation of Selling |
| 506 | Actionable Sell Brief | Sell Unusual Events | Highlights activity that our Director of Research feels is most likely to generate alpha on the short side. We started publishing Research Briefs in January 2008. We added the Actionable filter in mid-January 2009. |
| 512 | Informational Sell Brief | Sell Unusual Events | Highlights selling activity where: 1) our research team doesn't find it compelling enough to make it “Actionable” or 2) there is activity that we believe isn’t as actionable as it may seem on the surface, i.e. sales made by departing executives. |
| 201 | Sell Inflection | Sell Unusual Events | Identifies accelerations in selling activity, either from insider buying to selling or no/some selling to lots of selling. Selling inflections are based on changes in the Company Score and the Company Score must fall to 2 or lower to generate an inflection. |
| 204 | Cluster Selling | Sell Unusual Events | When either of the following occurs: 1) the total number of unique sellers equals three and there are at least two unique officers selling, or 2) the total number of unique sellers is at least four and there is at least one unique officer making a sale. For both cases we look at activity over 30-day periods and exclude 10% owners from the counts. |
| 287 | 10b5-1 Cluster (Actionable) | Sell Unusual Events | Proprietary algorithm based on multiple types of 10b5-1 Est. Triggers or 10b5-1 Sale (Actionable) events occurring in an (up-to) ninety day period. |
| 299 | 10b5-1 Sale (Actionable) | Sell Unusual Events | Proprietary algorithm that identifies specific types of 10b5-1 relate selling that is most likely to generate alpha. Selling can be based on first sales with and without plan designations, specific Est. Triggers, increases in share levels and other types of behaviors. |
| 288 | Step-Out-Sale (Actionable) | Sell Unusual Events | A subset of the Step-Out-Sale (non 10b5-1) Event; recall that event captures when a non-10b5-1 sale or exercise-and-sale follows a string of 10b5-1 sales for the insider, and the transaction is an increase versus their past selling. |
| 208 | 10b5-1 Selling Increase | Sell Unusual Events | Identifies increases in 10b5-1 selling activity to "above" or "well above" average selling levels based on our proprietary 10b5-1 Monitor. |
| 221 | Ex-Sell on Weakness | Sell Unusual Events | Identifies officers who make an exercise and sell transaction and realize over $5,000. The options must have more than 4 months left on them and the gain on the options must be below 13%. The stock price must be down more than -5% in the prior three months. |
| 205 | Early Exercise and Sell | Sell Unusual Events | Insiders who make an exercise and sell transaction of over $100,000 (gross) where the options are sold for less than a 50% gain versus the strike price and which are set to expire in over five (5) years. 10% owner transactions are not eligible. |
| 206 | Sell Reversal | Sell Unusual Events | An insider who is selling for the first time after the same insider had previously bought stock. Specifically we look for the first time any insider makes a sell or exercise and sell of greater than $25,000 after they had made a buy of $10,000 within the prior three to eighteen months. |
| 211 | High IQ Sell | Sell Unusual Events | Sells of over $100,000 where the insider has an Insider IQ of 3+ stars (out of 4 total). |
| 209 | Sell on Weakness | Sell Unusual Events | Sells of more than $100,000 and where the stock is down more than -20% for the six months prior to the transaction. 10% owner transactions are not eligible. |
| 220 | CFO Selling > 10% | Sell Unusual Events | A sale by a CFO where they reduce their stake by more than -10%. |
| 214 | Off. Sell Large % | Sell Unusual Events | Sell transactions of over $100,000 by officers (including CEO and CFOs) where the insider decreases ownership by more than -40%. |
| 225 | Short-Swing Sell | Sell Unusual Events | Identifies a buy low/sell high combination within 180 days by the same entity (does not include 10% owners). |
| 223 | Margin-Related Sell | Sell Unusual Events | |
| 224 | Divorce-Related Sell | Sell Unusual Events | |
| 292 | New 10b5-1 Plan (Trigger) | Sell Unusual Events | A New 10b5-1 Plan Initiation where the first sale is the highest price for the stock since the adoption date or the highest price since the adoption date +30 days (“Grace Period Trigger Price”). Only plans that have explicit adoption dates are eligible to have this Event; generally related to a "Passive" New Plan disclosure. |
| 216 | New 10b5-1 Plan | Sell Unusual Events | Results from the disclosure that an insider has adopted a new 10b5-1 ("pre-arranged") Plan to sell shares. Generally falls into two types: "Proactive" Plan Disclosure: Generally disclosed via Form 8Ks, 10Qs, and Press Releases. These disclosures are typically made before the plan starts and are more likely to include details like the maximum number of shares to be sold, possible sale prices, and more. Insiders are not required to disclose these details and rarely do (see table below); "Passive" Plan Disclosure: Disclosures that are generally contained within From 4 filings and are typically made after the plan has been adopted; rarely include additional details. Most 10b5-1 Plan Initiations are disclosed via this method and the disclosures almost always accompany the first sale under such plan. |
| 231 | Ex-Sell Small Gain | Sell Unusual Events | Ex-Sell Small Gain \<= 20% |
| 285 | 10b5-1 Est. Trigger | Sell Unusual Events | 10b5-1 sale where one of the following criteria is true: 1) sale that occurs at the highest stock price for the company over at least the prior three months; 2) sale that occurs at the highest price since the prior 10b5-1 sale where the sales are not associated with specific 10b5-1 plans; 3) sale that occurs at the highest price since the prior 10b5-1 sale where both transactions are associated with the same 10b5-1 plan. |
| 294 | 10b5 Est. Trigger (Plan) | Sell Unusual Events | 10b5-related sale that occurs at the highest price since the prior 10b5-1 sale where both transactions are associated with the same 10b5-1 plan. The transactions and prices must also pass other basic internal thresholds. |
| 293 | 10b5 Est. Trigger (Txn) | Sell Unusual Events | 10b5-related sale that occurs at the highest price since the prior 10b5-1 sale where the sales are not associated with specific 10b5-1 plans. The transactions and prices must also pass other basic internal thresholds. |
| 298 | 10b5 Est. Trigger (3-Mon+) | Sell Unusual Events | 10b5-related sale that occurs at the highest stock price for the company over at least the prior three months. A transaction that generates a Plan- or Transaction-related Trigger Event takes priority over the 3-Mon+ Trigger Event. |
| 297 | First 10b5 Sale - No Plan | Sell Unusual Events | The first 10b5-related sale for an insider/company combination that is not associated with a 10b5-1 Plan; can either be their first 10b5-1 sale or the first time the insider does not disclose a Plan. |
| 295 | 10b5 Shares Increase | Sell Unusual Events | 10b5-related sale where the number of shares sold is 50%+ greater than the prior 10b5-1 transaction(s). Minimum share-level/transaction value thresholds apply. |
| 289 | 10b5 Sale Price Down | Sell Unusual Events | 10b5-related sale that occurs at a price that is at least -5% less than the insider's prior 10b5-1 transaction at that company. 10b5-1 plans generally have rising limit prices so this is a behavior we don't generally expect to see. |
| 222 | 10b5-1 Plan Amendment | Sell Unusual Events | Disclosures related to an amendment of an existing 10b5-1 Selling Plan. |
| 215 | Terminated 10b5-1 Plan | Sell Unusual Events | Disclosures related to the termination of an existing 10b5-1 Selling Plan. |
| 286 | Step-Out Sale (non-10b5) | Sell Unusual Events | Proprietary event that captures when a non-10b5-1 sale or exercise-and-sale follows a string of 10b5-1 sales for the insider, and the transaction is an increase versus their past selling. |
| 229 | \<120 Days to Expire | Sell Unusual Events | |
| 230 | \<1 Yr to Expire | Sell Unusual Events | |
| 290 | $500K Dir Sell | Sell Unusual Events | |
| 291 | $250K Officer Sell | Sell Unusual Events | |
| 210 | Moderate Early Ex-Sell | Sell Unusual Events | This is a less stringent exercise and sell. It identifies insiders who conduct an exercise and sell transaction where the options are sold for less than a 75% gain versus the strike price and which are set to expire in over four (4) years. 10% owner transactions are not eligible. |
| 350 | New Pledged Position | Sell Unusual Events | Event triggered on an initial disclosure of an Insider having a pledged share position for a company. |
| 351 | Pledged Share Increase | Sell Unusual Events | An Insider's shares pledged for a company has increased vs. the prior pledged share disclosure. |
| 352 | Pledged Share Decrease | Sell Unusual Events | An Insider's shares pledged for a company has decreased vs. the prior pledged share disclosure. |
| 353 | Maintained Pledged Position | Sell Unusual Events | An Insider's shares pledged for a company has not changed vs. the prior pledged share disclosure. |
| 354 | 'Closed' Pledged Position | Sell Unusual Events | An Insider with a pledged share position is no longer has pledged shares. This Event can only be triggered when a filing discloses all current pledged positions for the company. This is typically disclosed in the Annual Proxy. |
| 355 | Pledged Position - Not Listed | Sell Unusual Events | An Insider with a pledged share position is no longer disclosed in the Principal Stockholder table. This Event can only be triggered when a filing discloses all current pledged positions for the company. This is typically disclosed in the Annual Proxy. |
| 515 | Actionable Buyback Brief | Buyback Unusual Events | Highlights buyback-related activity that our Director of Research feels is most likely to generate alpha on the long or short side. |
| 513 | Buyback Brief | Buyback Unusual Events | Highlights buyback-related activity that our research team feels warrants additional commentary and analysis, but is not important enough to denote as an Actionable Brief. |
| 327 | Buyback Initiation (Actionable) | Buyback Unusual Events | When a company initiates a new buyback plan and if other criteria are met, such as alignment with insiders, initiated on price weakness, the performance of the prior plan among other criteria. Use for long idea generation. |
| 318 | Buyback Initiation on Weakness | Buyback Unusual Events | When a company initiates a new buyback plan and if its stock price is down by more than -15% in the prior ninety days or down by more than -10% in the prior thirty days. |
| 303 | Buyback Initiation | Buyback Unusual Events | When a company initiates a new buyback plan. |
| 326 | Low-Priced Buyback w/Buying | Buyback Unusual Events | Identifies when the company is making a large quarterly buyback at one of the lowest prices in the last eight quarters AND has notable insider buying (before or after the buyback update). Use for long idea generation. |
| 325 | High-Priced Buyback w/Selling | Buyback Unusual Events | Identifies when the company is making a large quarterly buyback at one of the highest prices in the last eight quarters AND has notable insider selling (before or after the buyback update). Use for short idea generation. |
| 320 | Buyback w/Insider Buying | Buyback Unusual Events | Identifies quarters when insiders are buying a notable amount of stock in conjunction with the company making a large quarterly buyback. Can be generated after the quarterly buyback update. |
| 323 | Low-Priced Buyback | Buyback Unusual Events | Identifies when the company is making a large quarterly buyback at one of the lowest prices in the last eight quarters. |
| 322 | High-Priced Buyback | Buyback Unusual Events | Identifies when the company is making a large quarterly buyback at one of the highest prices in the last eight quarters. |
| 321 | Buyback w/Insider Selling | Buyback Unusual Events | Identifies quarters when insiders are selling a notable amount of stock in conjunction with the company making a large quarterly buyback. Can be generated after the quarterly buyback update. |
| 340 | Buyback Intra-Update | Buyback Unusual Events | When a company announces that it has made a buyback repurchase during the existing quarter. Most intra-quarter updates are included in the company's 10Q/K disclosure as additional information to their quarterly repurchase history. |
| 305 | First Buyback 2+ Qtrs | Buyback Unusual Events | When a company makes its first quarterly repurchase in two or more quarters. |
| 308 | Buyback Increase | Buyback Unusual Events | When a company increases the quarterly repurchase amount by more than 0.3% of shares outstanding on a quarter-over-quarter basis. This also includes quarters where the company repurchased more than 0.3% of shares outstanding and did not repurchase shares in the prior quarter. |
| 309 | Buyback Decrease | Buyback Unusual Events | When a company decreases the quarterly repurchase amount by more than 0.3% of shares outstanding on a quarter-over-quarter basis. This also includes quarters where the company does not repurchase shares but previously repurchased over 0.3% of shares outstanding. |
| 310 | Buyback Update | Buyback Unusual Events | When a company makes a quarterly repurchase that is consistent with its prior repurchase. We've created sub-sets of this event type (noted above) to capture quarterly repurchases that are increases / decreases on a quarter-over-quarter basis and the first time a company is repurchasing stock in two quarters. |
| 328 | 1-Month Acceleration | Buyback Unusual Events | |
| 329 | Only 1-Month | Buyback Unusual Events | |
| 319 | Completed Plan | Buyback Unusual Events | When a company repurchases 100% of a buyback plan including the initiation amount and any subsequent increases as part of a plan. |
| 311 | Buyback Plan Increase | Buyback Unusual Events | When a company increases the amount authorized under an existing buyback plan. |
| 330 | Buyback Acceleration 1-Qtr | Buyback Unusual Events | Buyback Acceleration 1-Qtr |
| 331 | Buyback Acceleration Intra | Buyback Unusual Events | Buyback Acceleration Intra |
| 312 | Buyback Plan Decrease | Buyback Unusual Events | When a company decreases the amount authorized under an existing buyback plan. |
| 332 | Buyback Acceleration 2-Qtr | Buyback Unusual Events | Buyback Acceleration 2-Qtr |
| 316 | Buyback Replaced | Buyback Unusual Events | When a company replaces an existing buyback plan with a new buyback plan. |
| 314 | Buyback Terminated | Buyback Unusual Events | When a company terminates an existing buyback plan. |
| 313 | Buyback Expiration | Buyback Unusual Events | When a company lets an existing buyback plan expire with an amount remaining still available to be repurchased. |
| 315 | Buyback Suspended | Buyback Unusual Events | When a company suspends an existing buyback plan. Companies don't always denote when suspended buyback plans are reactivated. As such, we may use the fact that the company began repurchasing stock under the plan as a signal that the plan has been reactivated. |
| 317 | Buyback Exp. Change | Buyback Unusual Events | When a company changes the expiration date of its buyback plan. |
| 334 | Buyback Reinstatement | Buyback Unusual Events | When a company states that a prior buyback plan suspension has been lifted but no repurchases have yet been disclosed. |
| 307 | Buyback 2+ Qtrs Inc | Buyback Unusual Events | When a company increases its buyback amount (based on shares outstanding) for two consecutive quarters. |
| 306 | Buyback 2+ Qtrs Dec | Buyback Unusual Events | When a company decreases its buyback amount (based on shares outstanding) for two consecutive quarters. |
| 370 | ATM Offering - Initiation | Buyback Unusual Events | A new ATM Plan is created for a ticker. |
| 371 | ATM Offering - Increase | Buyback Unusual Events | An Increase Revision is entered for an ATM plan. |
| 372 | ATM Offering - Decrease | Buyback Unusual Events | A Decrease Revision is entered for an ATM plan. |
| 373 | ATM Offering - Terminated | Buyback Unusual Events | A Termination Revision is entered for an ATM plan. |
| 374 | ATM Offering - Replaced | Buyback Unusual Events | A Replaced Revision is entered for an ATM plan. |
| 375 | ATM Offering - Completed | Buyback Unusual Events | An ATM update brings the remaining amount to 0 and closes the plan. |
| 376 | ATM Sale | Buyback Unusual Events | An ATM Update is added for a plan. |
| 600 | New CEO and CFO (180 Days) | Management Change Unusual Events | |
| 601 | 3+ Officer New Hires (180 Days) | Management Change Unusual Events | |
| 602 | 3+ New Directors (180 Days) | Management Change Unusual Events | |
| 605 | New CEO/CFO on Weakness | Management Change Unusual Events | |
| 606 | New CEO | Management Change Unusual Events | |
| 607 | New CFO | Management Change Unusual Events | |
| 610 | New Chairman | Management Change Unusual Events | |
| 608 | New Hire | Management Change Unusual Events | |
| 609 | Promotion | Management Change Unusual Events | |
| 611 | New Director | Management Change Unusual Events | |
| 612 | Title Change | Management Change Unusual Events | |
| 613 | New Insider | Management Change Unusual Events | |
| 614 | Start Date - IPO | Management Change Unusual Events | |
| 615 | Start Date (Director) - IPO | Management Change Unusual Events | |
| 616 | Interim Role Start | Management Change Unusual Events | |
| 617 | Promotion (Was Interim) | Management Change Unusual Events | |
| 618 | Interim Role End | Management Change Unusual Events | |
| 625 | CEO and CFO Departure (1 Year) | Management Change Unusual Events | |
| 626 | 2+ Officer Departures (1 Year) | Management Change Unusual Events | |
| 627 | 3+ Director Departures (1 Year) | Management Change Unusual Events | |
| 630 | Departing CEO | Management Change Unusual Events | |
| 631 | Departing CFO | Management Change Unusual Events | |
| 632 | Departing Chairman | Management Change Unusual Events | |
| 635 | Termination - For Cause | Management Change Unusual Events | |
| 636 | Termination - Without Cause | Management Change Unusual Events | |
| 637 | Termination - Unknown | Management Change Unusual Events | |
| 638 | Resign - Disagreement | Management Change Unusual Events | |
| 639 | Resign - Temporary | Management Change Unusual Events | |
| 640 | Resign - Retirement | Management Change Unusual Events | |
| 641 | Resign - Medical | Management Change Unusual Events | |
| 642 | Resign - Family | Management Change Unusual Events | |
| 643 | Resign - New Opportunity | Management Change Unusual Events | |
| 644 | Resign - Not Seeking Re-Election | Management Change Unusual Events | |
| 645 | Resign - Unknown | Management Change Unusual Events | |
| 647 | Not Re-Elected | Management Change Unusual Events | |
| 648 | Departure - Other | Management Change Unusual Events | |
| 649 | Resign - Personal | Management Change Unusual Events | |
| 650 | Resign - Corporate Action | Management Change Unusual Events | |
| 651 | Termination - Restructure | Management Change Unusual Events | |
| 660 | Departing Insider | Management Change Unusual Events | |
| 670 | New Accountant | Management Change Unusual Events | |
| 680 | Departing Accountant | Management Change Unusual Events |