Temporal Event Sequences with Descriptions
Collection
A collection of real-world temporal event sequences from multiple domains with sequence descriptions generated by GPT-4o.
•
7 items
•
Updated
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20 | 0 | 38 | [
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] | The sequence of crime incidents shows a notable clustering of battery offenses occurring predominantly in the early months, with multiple occurrences within a short time frame. Assaults appear shortly after the initial battery incidents, while theft-related crimes emerge later in the timeline. Motor vehicle thefts and weapons violations are also recorded, with a noticeable increase in variety of offenses around the 12- to 20-month mark. The sequence indicates a gradual diversification of crime types as time progresses, with some types like battery remaining consistently present throughout the timeline. |
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] | The sequence of crime incidents shows a diverse range of crime types occurring over time, with a notable clustering of incidents in the earlier months. Weapons violations and assaults appear relatively frequently in the first half of the timeline, while thefts and deceptive practices increase in frequency as the sequence progresses. Burglary incidents are more concentrated in the latter months, particularly after the 15-month mark, alongside a rise in motor vehicle thefts. Overall, there is a noticeable trend of escalating criminal activity, with certain types of crimes like theft and deceptive practices becoming more prevalent as time goes on. |
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] | The sequence of crime incidents begins with theft and criminal damage occurring in the first few months, followed by a mix of offenses including motor vehicle theft, battery, and other offenses within the first year. As time progresses, there is a notable clustering of battery incidents, particularly in the latter months, alongside recurring thefts and motor vehicle thefts. Towards the end of the timeline, the sequence includes a variety of offenses such as burglary and robbery, indicating a diversification of crime types. Overall, the data shows an increase in the frequency of battery incidents over time, while theft and motor vehicle theft appear consistently throughout the sequence. |
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] | The sequence of crime incidents in the block shows an initial occurrence of assault, followed by a variety of offenses that include battery, weapons violations, and sex offenses within the first few months. As time progresses, there is a noticeable clustering of battery incidents, particularly between the 12th and 19th months. Assaults appear consistently throughout the timeline, with a peak in frequency around the 14th month. The sequence also indicates a later emergence of theft and narcotics offenses, occurring in the final months of the observed period. |
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] | The sequence of crime incidents shows a variety of crime types reported over time, with a notable clustering of theft-related incidents occurring throughout the timeline. Assaults and batteries appear relatively early in the sequence, while motor vehicle thefts and robberies are more prevalent in the later months. Criminal damage incidents also occur intermittently, with some clustering towards the middle and later parts of the timeline. Overall, the data indicates that theft is the most frequently reported crime type, appearing consistently across various intervals. |
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] | The sequence of crime incidents shows a progression over time, with various types of crimes occurring at different intervals. Initially, incidents such as Criminal Damage and Assault appear early in the timeline, while Theft incidents become increasingly frequent, particularly from the 4-month mark onward, indicating a clustering of theft-related crimes. Battery and Weapons Violations also appear intermittently throughout the sequence, with notable peaks around the 8 to 12-month range. Towards the end of the timeline, there is a resurgence of Theft incidents, alongside a mix of other crime types, suggesting a sustained pattern of criminal activity in the area. |
20 | 6 | 41 | [
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] | The sequence of crime incidents begins with assaults and weapons violations occurring in the initial months, followed by a variety of offenses such as theft and robbery as time progresses. Notably, assaults appear frequently throughout the timeline, particularly clustering in the earlier months and re-emerging later. Deceptive practices and thefts also show a tendency to occur in clusters, with multiple incidents reported in close succession. Burglary incidents emerge later in the timeline, indicating a shift in the types of crimes reported as time advances. Overall, the sequence reflects a diverse range of crime types with certain offenses recurring at different intervals. |
20 | 7 | 84 | [
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] | The sequence of crime incidents in the Chicago block shows a notable clustering of thefts, which occur frequently throughout the timeline, particularly in the early and later months. Criminal damage incidents also appear regularly, often in close proximity to one another. Motor vehicle thefts are prevalent, with multiple occurrences clustered in the middle of the timeline, while assaults and deceptive practices are less frequent and appear sporadically. Overall, the data indicates a consistent pattern of theft and criminal damage events, with motor vehicle thefts peaking at various intervals. |
20 | 8 | 37 | [
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] | The sequence of crime incidents shows a diverse range of offenses occurring over time, with notable clustering of certain types. Assaults and batteries appear frequently in the earlier months, while property crimes like burglary and theft are also present but less concentrated. As time progresses, there is a noticeable increase in incidents involving weapons violations and deceptive practices. Criminal damage incidents tend to cluster in the later months, while narcotics offenses emerge as well. Overall, the timeline reflects a gradual evolution of crime types, with certain offenses becoming more prevalent as time goes on. |
20 | 9 | 56 | [
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] | The sequence of crime incidents shows a progression over time with various types of offenses reported. Initially, narcotics-related incidents occur, followed by a mix of criminal damage and deceptive practices. As time progresses, thefts become more frequent, particularly around the 7 to 19-month mark, where they cluster significantly. Motor vehicle thefts also appear consistently, with several incidents occurring in close succession. Other offenses, including assaults and robberies, are reported later in the timeline, indicating a shift in the types of crimes as time advances. |
20 | 10 | 31 | [
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"Battery",
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] | The sequence of crime incidents shows a pattern where thefts occur frequently, particularly in the early and middle stages, with multiple occurrences clustered around the 3 to 14-month mark. Criminal damage incidents are also prevalent, appearing consistently throughout the timeline, especially in the initial and later months. Motor vehicle thefts are noted at two distinct points, while other offense types and assaults appear sporadically. Overall, the data indicates a trend of increasing criminal activity over time, with certain crime types, like theft and criminal damage, being more common in the earlier months. |
20 | 11 | 48 | [
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] | The sequence of crime incidents shows a notable clustering of theft and deceptive practice events, particularly in the earlier months, with a peak in theft occurrences around the 15 to 22-month range. Battery incidents appear more frequently in the middle to later months, while criminal damage and robbery are less common and occur sporadically. Deceptive practices are consistently reported throughout the timeline, often occurring alongside theft incidents. Overall, the data indicates a trend where thefts dominate the earlier and middle periods, while battery incidents increase as the timeline progresses. |
20 | 12 | 82 | [
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] | The sequence of crime incidents shows a notable prevalence of Motor Vehicle Theft, particularly clustered in the earlier months and again later in the timeline. Other offenses, such as Battery and Theft, appear frequently throughout the sequence, with Battery incidents notably increasing in frequency after the initial months. Robbery and Weapons Violations emerge intermittently, while Criminal Damage incidents appear more consistently in the later months. Overall, the data indicates a trend of increasing crime variety and frequency as the timeline progresses, with certain types of offenses, like Motor Vehicle Theft and Battery, occurring more regularly than others. |
20 | 13 | 69 | [
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] | The sequence of crime incidents shows a diverse range of offenses occurring over time, with notable clustering of certain crime types. Initially, incidents such as Criminal Damage and Other Offenses appear early in the timeline, followed by a mix of Theft and Battery incidents that become more frequent in the middle period. As time progresses, Deceptive Practices and various forms of Theft dominate the later months, indicating a trend towards these specific offenses. Additionally, there are multiple occurrences of Battery and Criminal Trespass throughout the sequence, suggesting these types are consistently present. Overall, the data reflects a gradual shift in the types of crimes reported, with certain offenses becoming more prevalent as time advances. |
20 | 14 | 61 | [
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] | The sequence of crime incidents shows a variety of crime types reported over time, with notable clustering of theft-related offenses occurring early in the timeline. Motor vehicle thefts appear multiple times throughout the sequence, particularly in the later months, indicating a trend toward increased incidents of this type. Deceptive practices also show a consistent presence, with several occurrences spread throughout the timeline, while assaults and batteries appear more frequently in the middle to later months. Other offenses and criminal damage incidents are interspersed, but generally, theft and motor vehicle theft dominate the earlier and later periods of the sequence. |
20 | 15 | 63 | [
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] | The sequence of crime incidents begins with a battery incident, followed by a narcotics-related event within the first few months. A variety of crime types emerge, with theft and assault becoming more prevalent in the later months, particularly clustering around the 6 to 19-month mark. Weapons violations appear towards the latter part of the timeline, indicating a trend of increasing severity in incidents as time progresses. Additionally, deceptive practices and criminal damage also show a notable presence throughout the sequence, particularly in the middle months. |
20 | 16 | 54 | [
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] | The sequence of crime incidents begins with a cluster of Deceptive Practices occurring in the initial months, followed by a mix of Criminal Trespass and Burglary. As time progresses, there is a noticeable increase in violent crimes, including Battery and Assault, which peak around the mid-point of the timeline. Criminal Damage incidents appear frequently in the latter months, along with a rise in Theft and Motor Vehicle Theft events. Towards the end of the sequence, there is a notable presence of Narcotics offenses and Weapons Violations, indicating a shift in crime types as time advances. |
20 | 17 | 33 | [
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] | The sequence of crime incidents shows a pattern where narcotics-related offenses are consistently reported throughout the timeline, often occurring in clusters. Initially, narcotics incidents dominate the early months, followed by a mix of other crime types such as weapons violations and thefts appearing in the subsequent months. As time progresses, there is a noticeable increase in the variety of offenses, with certain types like theft and deceptive practices emerging later in the sequence. The frequency of narcotics incidents remains high, even as other crimes are reported, indicating a sustained trend in this category. |
20 | 18 | 94 | [
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] | The sequence of crime incidents shows a notable concentration of thefts occurring throughout the timeline, with a significant number occurring in the later months. Deceptive practices and assaults appear intermittently, often clustered within specific periods, while battery incidents are also present but less frequent. Criminal damage and trespassing events tend to occur in the middle to later stages of the timeline, with robbery incidents appearing sporadically. Overall, the trend indicates a gradual increase in the frequency of theft-related incidents as time progresses, alongside occasional spikes in other crime types. |
20 | 19 | 85 | [
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] | The sequence of crime incidents shows a predominance of thefts occurring throughout the timeline, with notable clusters in the earlier and later months. Robberies and assaults appear intermittently, primarily in the first half of the timeline, while motor vehicle thefts are concentrated in the mid to later months. Deceptive practices are also prevalent, particularly in the latter half of the sequence, indicating a trend of increasing complexity in the types of offenses reported over time. Burglary incidents are sporadic but appear in the mid and later stages, suggesting a potential escalation in crime variety as time progresses. |
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] | The sequence of crime incidents in the block shows a variety of crime types occurring over time, with notable clustering of certain offenses. Initially, incidents such as battery and theft appear frequently, with theft becoming particularly prevalent in the later months. Criminal damage and motor vehicle theft also emerge as recurring issues throughout the timeline, while offenses like assault and weapons violations appear sporadically. Deceptive practices increase in frequency as the timeline progresses, indicating a trend towards more complex offenses in the latter stages of the sequence. Overall, the data reflects a gradual increase in the diversity and frequency of crime types over the observed period. |
20 | 21 | 44 | [
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] | The sequence of crime incidents begins with a series of thefts occurring frequently in the first few months, establishing a trend of property-related offenses. As time progresses, there is a noticeable introduction of weapons violations and other offenses around the four-month mark, followed by a mix of battery and narcotics incidents. Criminal damage and trespassing incidents appear later in the timeline, while thefts continue to be reported consistently throughout the sequence, including a cluster of thefts in the later months. Motor vehicle thefts also emerge towards the latter part of the sequence, indicating a diversification of crime types over time. |
20 | 22 | 51 | [
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] | The sequence of crime incidents shows a progression of various crime types over time, with notable clusters of specific offenses. Initially, burglaries and thefts occur, with thefts becoming particularly frequent in the early months. As time progresses, incidents of battery and deceptive practices emerge, often appearing in close succession. Towards the latter part of the timeline, thefts continue to be reported alongside an increase in violent crimes such as assaults and batteries, indicating a trend of escalating incidents. The sequence also reveals that motor vehicle thefts and criminal damage incidents appear intermittently throughout the timeline, contributing to the overall pattern of diverse criminal activity. |
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] | The sequence of crime incidents in the block unfolds over a span of several months, with notable clustering of certain crime types at various points. Initially, incidents such as battery and theft appear relatively early, with theft becoming increasingly frequent as time progresses. Battery incidents show a significant presence throughout the timeline, particularly in the middle and later months, while deceptive practices and various offenses also emerge consistently. Towards the end of the sequence, theft remains prevalent, alongside a mix of assaults and public peace violations, indicating a sustained pattern of criminal activity over time. |
20 | 24 | 71 | [
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] | The sequence of crime incidents in the specified Chicago block shows a pattern where assaults and batteries occur frequently in the early months, with a notable cluster of assaults around the 2 to 4-month mark. Other offenses and thefts begin to appear more prominently after the 1-month mark, with thefts increasing significantly in frequency from around 5 months onward. Motor vehicle thefts also emerge as a recurring event, particularly from the 2-month mark and continuing through the later months. Criminal damage incidents are dispersed throughout the timeline, with several occurrences noted in the later months, indicating a potential increase in this type of crime over time. |
20 | 25 | 49 | [
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] | The sequence of crime incidents shows an initial cluster of vehicle thefts and violent crimes occurring in the first few months, followed by a gradual increase in various crime types over time. Weapons violations appear intermittently, with a notable increase in violent offenses such as assault and battery around the four to six-month mark. As the timeline progresses, thefts become more frequent, particularly between the 12th and 24th months, while robbery incidents also increase significantly in the latter half of the timeline. Overall, there is a trend of escalating criminal activity with certain types of offenses, such as theft and robbery, becoming more prominent as time advances. |
20 | 26 | 49 | [
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] | The sequence of crime incidents in the block shows a pattern where thefts and criminal trespasses are prevalent in the early months, with multiple occurrences clustered around the same timeframe. As time progresses, there is a noticeable increase in the variety of crime types, including assaults, robberies, and motor vehicle thefts, particularly in the later months. Additionally, there are several instances of deceptive practices and other offenses that appear intermittently throughout the timeline, suggesting a diverse range of incidents over the months. Overall, the data reflects a gradual escalation in both the frequency and diversity of crime types as time advances. |
20 | 27 | 33 | [
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"Weapons Violation",
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] | The sequence of crime incidents shows a pattern where various types of offenses occur over time, with certain types clustering in specific periods. Initially, incidents like burglary and criminal damage appear early on, followed by a mix of assaults and other offenses in the subsequent months. A notable increase in motor vehicle thefts occurs later in the timeline, particularly around the 11 to 19-month mark, while robbery and weapons violations emerge in the later stages. Overall, there is a gradual escalation in the variety of offenses as time progresses, with certain crime types, such as assaults and thefts, becoming more frequent in the latter months. |
20 | 28 | 30 | [
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] | The sequence of crime incidents begins with a cluster of narcotics offenses occurring in the initial months, followed by a mix of assaults and batteries starting around the three-month mark. Criminal damage incidents appear intermittently, with a notable increase in frequency between the five and fourteen-month periods. Motor vehicle thefts emerge around the five-month mark and continue to appear through the sequence, while theft and other offenses appear later in the timeline. Towards the end of the sequence, there is a notable instance of robbery, along with a few other offenses occurring in the final months. |
20 | 29 | 48 | [
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] | The sequence of crime incidents shows a gradual increase in the variety and frequency of offenses over time. Initially, incidents such as weapons violations and other offenses occur early in the timeline, followed by a mix of property crimes like theft and motor vehicle theft, which become more prevalent in the later months. Battery and assault incidents appear intermittently throughout the sequence, with a notable clustering of motor vehicle thefts in the later stages. Overall, there is a trend of escalating criminal activity, particularly in the categories of theft and battery, as the timeline progresses. |
20 | 30 | 47 | [
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] | The sequence of crime incidents shows a diverse range of offenses occurring over time, with notable clustering of specific crime types. The early months feature theft and criminal damage, followed by a significant increase in battery incidents that persist throughout the timeline. Other offenses and assaults appear intermittently, while narcotics offenses emerge later in the sequence. Criminal damage incidents are relatively frequent, occurring at various intervals, and there is a notable spike in battery occurrences in the middle of the timeline. The sequence concludes with a return to theft and battery incidents, indicating a recurring pattern of these crime types. |
20 | 31 | 34 | [
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] | The sequence of crime incidents begins with assaults and batteries occurring in the first few months, followed by a rise in motor vehicle thefts and thefts around the 6 to 9-month mark. As time progresses, there is a notable increase in criminal damage incidents, particularly clustered between 18 to 21 months. Additionally, batteries and assaults reappear in the later months, indicating a pattern of recurring violent offenses alongside property crimes. Overall, the data shows a trend of escalating criminal activity over time, with specific types of crimes becoming more prevalent in distinct periods. |
20 | 32 | 40 | [
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] | The sequence of crime incidents shows a notable clustering of Criminal Damage events occurring primarily in the early months, with a peak around the 1 to 5-month range. Following this initial period, there is a diversification of crime types, including Robbery, Assault, and various Other Offenses, occurring between 1 and 4 months. Battery incidents begin to emerge more frequently starting around the 4-month mark and continue to increase significantly, dominating the later months of the sequence. Motor Vehicle Theft appears later in the timeline, around the 8-month mark, while Criminal Damage resurfaces intermittently throughout the sequence, particularly in the latter months. Overall, the trend indicates a shift from a focus on Criminal Damage to a predominance of Battery incidents over time. |
20 | 33 | 86 | [
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] | The sequence of crime incidents shows a progression of various offenses over time, with certain types of crimes appearing more frequently at specific intervals. Battery incidents are notably clustered in the earlier months, with multiple occurrences throughout the timeline. Theft and Deceptive Practice offenses increase in frequency as the timeline progresses, particularly in the later months. Additionally, there are several instances of Criminal Damage and Assault, which appear intermittently but tend to occur more frequently as the sequence advances. Motor Vehicle Theft and Weapons Violations are also present but occur less frequently compared to other crime types. |
20 | 34 | 32 | [
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] | The sequence of crime incidents shows a pattern where theft-related offenses occur frequently in the early months, with a notable increase around the first year. Deceptive practices appear intermittently throughout the timeline, often clustering in the later months. Motor vehicle thefts and assaults also emerge at various points, with assaults becoming more prominent after the first year. Overall, there is a noticeable trend of theft incidents occurring consistently, while other offense types appear less regularly and tend to cluster in specific periods. |
20 | 35 | 46 | [
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] | The sequence of crime incidents shows a progression over time, with various types of offenses occurring at different intervals. Initially, incidents such as Battery and Criminal Trespass appear early in the timeline, followed by a mix of Deceptive Practices and Theft occurring within the first two years. A notable cluster of Criminal Damage incidents emerges around the 5 to 10-month mark, with a significant increase in Motor Vehicle Theft incidents around the 8 to 12-month range. Towards the later months, there is a rise in more serious offenses, including Weapons Violations and Criminal Sexual Assault, indicating a shift in the nature of reported crimes. Overall, the data reflects a gradual escalation in the frequency and severity of incidents over time. |
20 | 36 | 34 | [
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] | The sequence of crime incidents shows a pattern where theft is the most frequently reported crime, occurring multiple times throughout the timeline, particularly in the earlier months. Robberies and assaults appear clustered around the first few months, while criminal damage incidents emerge later in the sequence. There is a notable increase in the variety of crime types, including motor vehicle theft and burglaries, as the timeline progresses, with several incidents occurring in close succession towards the end of the sequence. Overall, the data indicates that theft incidents dominate the early months, while other crime types, including robberies and assaults, are more prevalent in the initial phases before diversifying later on. |
20 | 37 | 84 | [
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] | The sequence of crime incidents shows a variety of crime types occurring over time, with certain types clustering in specific periods. Initially, narcotics and criminal damage incidents appear, followed by a rise in battery and robbery incidents around the two to three-month mark. As time progresses, motor vehicle thefts and assaults become more frequent, particularly between the five to ten-month range, while thefts and weapons violations also increase in later months. Towards the end of the sequence, there is a notable concentration of assaults and robberies, indicating a trend of escalating violence and property crimes as time advances. |
20 | 38 | 32 | [
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] | The sequence of crime incidents in Chicago begins with narcotics offenses and assaults occurring within the first few months. As time progresses, assaults and narcotics incidents continue to appear, with a notable increase in battery incidents around the six-month mark. Other offenses, including robbery and criminal damage, emerge later in the timeline, particularly after the initial year. The sequence shows a clustering of assaults and batteries in the mid to late months, while narcotics offenses are more prevalent in the earlier stages. |
20 | 39 | 40 | [
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"Other Offense",
"Theft",
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] | The sequence of crime incidents in Chicago shows a varied pattern over time, with certain types of offenses occurring more frequently in specific periods. Initially, there is a mix of offenses, including assaults and batteries, occurring within the first few months. As time progresses, there is a noticeable increase in motor vehicle thefts and thefts, particularly clustered around the 8 to 10-month mark, followed by a sustained presence of theft incidents and other offenses in the later months. Batteries and other offenses appear intermittently throughout the timeline, while criminal damage incidents also cluster around the 8-month period. Overall, the data reflects a trend of increasing theft-related incidents as time advances. |
20 | 40 | 30 | [
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] | The sequence of crime incidents begins with a variety of offenses, including "Other Offense" and "Deceptive Practice," occurring within the first few months. As time progresses, there is a noticeable increase in incidents of theft, particularly between the 7th and 22nd months, where multiple thefts are reported in close succession. Assaults and battery incidents appear clustered in the earlier months, while "Deceptive Practice" offenses show a recurring trend throughout the timeline, with several occurrences spread across the entire sequence. Towards the end of the timeline, there is a mix of theft, assault, and other offenses, indicating a diverse range of incidents occurring simultaneously. |
20 | 41 | 64 | [
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"Theft",
"Criminal Damage",
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"Criminal Damage",
"Assault"
] | The sequence of crime incidents shows a pattern where certain types of crimes, particularly Criminal Damage and Motor Vehicle Theft, occur frequently throughout the timeline, often clustering in specific periods. Initially, Theft and Criminal Damage are reported, with a notable increase in Motor Vehicle Theft around the 6-month mark. As time progresses, there is a significant rise in Criminal Damage incidents, especially between the 10 to 12-month range, while Theft incidents also remain prevalent. Towards the end of the sequence, Assaults appear, indicating a diversification of crime types as the timeline advances. Overall, Criminal Damage tends to cluster in the latter half of the timeline, while Theft incidents are more evenly distributed throughout the entire sequence. |
20 | 42 | 74 | [
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] | The sequence of crime incidents shows a notable clustering of thefts and deceptive practices, particularly in the early months, with thefts occurring frequently throughout the timeline. Deceptive practices appear consistently, often in close succession to other crime types. Assaults and batteries are also present, with some clustering around the middle of the sequence, while criminal trespass incidents are noted sporadically. Robberies and criminal damage incidents appear less frequently but are interspersed throughout the timeline, indicating a diverse range of crime types occurring over the observed period. |
20 | 43 | 41 | [
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] | The sequence of crime incidents in Chicago shows a varied pattern over time, with certain types of offenses occurring more frequently at specific intervals. Assault and Battery incidents appear early in the timeline, while Theft and Criminal Damage events are more prevalent in the middle to later months. There is a notable clustering of Battery incidents around the 6-month mark and a consistent presence of Criminal Damage offenses throughout the sequence. Other Offenses and Weapons Violations emerge intermittently, with a few Robberies and a Burglary occurring towards the later stages of the timeline. Overall, the data indicates a mix of violent and property crimes, with a tendency for certain offenses to recur in close succession. |
20 | 44 | 37 | [
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] | The sequence of crime incidents shows an initial occurrence of Criminal Damage, followed by a rise in Motor Vehicle Theft and Battery within the first few months. A notable clustering of various crime types, particularly Criminal Damage and Theft, emerges around the six to ten-month mark, with multiple incidents reported closely together. As time progresses, Robbery incidents appear, and Criminal Damage remains prevalent, with a gradual increase in Motor Vehicle Theft later in the timeline. The sequence concludes with a mix of Theft and Criminal Trespass incidents, indicating a sustained pattern of crime throughout the observed period. |
20 | 45 | 36 | [
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] | The sequence of crime incidents shows a pattern where assaults and batteries occur relatively early, with assaults appearing first, followed by multiple battery incidents shortly after. Theft and motor vehicle theft incidents cluster around the 3 to 6-month mark, while burglaries appear later, around the 4 to 7-month range. As the timeline progresses, there is a noticeable increase in the variety of offenses, including weapons violations and deceptive practices, particularly between the 8 to 11-month period. Towards the end of the sequence, battery incidents re-emerge, along with a mix of thefts and other offenses, indicating a diverse range of criminal activities over time. |
20 | 46 | 64 | [
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] | The sequence of crime incidents begins with theft and other offenses occurring early on, followed by a mix of criminal damage and deceptive practices. As time progresses, there is a noticeable clustering of assaults and various types of thefts around the 2 to 3-month mark. The frequency of theft incidents increases significantly in the latter part of the timeline, particularly between months 12 and 23, with several occurrences of criminal damage also noted during this period. Overall, theft and deceptive practices emerge as the most common crime types throughout the sequence, with criminal damage appearing consistently. |
20 | 47 | 37 | [
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"Theft",
"Battery",
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] | The sequence of crime incidents shows a variety of crime types occurring over time, with notable clusters of similar events. Initially, criminal damage and deceptive practices are reported, followed by a rise in thefts and batteries starting around the third month. As the timeline progresses, batteries and thefts continue to dominate, with multiple occurrences of both types, particularly between the 10th and 20th months. Motor vehicle thefts also appear later in the sequence, indicating a shift in the types of crimes reported as time advances. Overall, there is a clear trend of increasing incidents of theft and battery as the sequence unfolds. |
20 | 48 | 103 | [
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] | The sequence of crime incidents shows a notable prevalence of theft, which occurs frequently throughout the timeline, often clustering in the earlier months. Deceptive practices also appear regularly, particularly in the initial and later periods, indicating a sustained pattern. Battery incidents are more sporadic but appear consistently across the timeline, while other offenses like robbery and motor vehicle theft are less frequent and tend to occur later in the sequence. Overall, the data suggests that theft and deceptive practices are the dominant crime types, with a gradual increase in the variety of offenses over time. |
20 | 49 | 62 | [
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] | The sequence of crime incidents shows a pattern where certain types of crimes, such as Battery and Narcotics, occur frequently in the earlier months, while Robbery incidents tend to cluster in the mid to later months. Weapons Violations appear sporadically throughout the timeline, with some occurrences in both early and later periods. The frequency of Theft incidents increases as time progresses, particularly in the later months, alongside a noticeable rise in Motor Vehicle Theft. Overall, the data reflects a trend of increasing crime variety and frequency as time advances, with certain crime types becoming more prominent in specific time frames. |
20 | 50 | 52 | [
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] | The sequence of crime incidents shows a notable prevalence of narcotics-related offenses, which occur frequently and cluster in the early to mid-period of the timeline. Robberies appear at the beginning and again towards the end, while weapons violations are interspersed throughout, with a slight increase in frequency in the later months. Other offenses, such as battery and deceptive practices, are less common and appear sporadically. Overall, narcotics offenses dominate the sequence, particularly in the initial months, while other crime types emerge at various intervals. |
20 | 51 | 48 | [
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"Theft",
"Theft",
"Criminal Damage",
"Battery",
"Criminal Trespass",
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"Assault",
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"Deceptive Practice",
"Deceptive Practice",
"Stalking",
"Theft",
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"Robbery",
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"Theft",
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"Theft",
"Other Offense",
"Other Offense",
"Battery",
"Deceptive Practice",
"Deceptive Practice",
"Battery",
"Theft",
"Theft"
] | The sequence of crime incidents begins with Deceptive Practices and Thefts occurring within the first few months, with a notable increase in the variety of offenses around the three-month mark, including Criminal Trespass and Battery. As time progresses, Robberies emerge prominently between months four and five, followed by a sustained presence of Theft incidents that dominate the later months. Deceptive Practices reappear intermittently, while Criminal Damage and Other Offenses also appear in the latter part of the timeline, indicating a clustering of certain crime types at different intervals. Overall, Theft and Deceptive Practice are recurring themes throughout the sequence, with a notable rise in Robberies in the early to mid-period. |
20 | 52 | 46 | [
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"Assault",
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"Narcotics",
"Weapons Violation",
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"Theft",
"Criminal Damage",
"Assault",
"Weapons Violation",
"Criminal Damage",
"Battery",
"Weapons Violation",
"Deceptive Practice"
] | The sequence of crime incidents shows a variety of offenses occurring over time, with certain types of crimes appearing more frequently at specific intervals. Assaults and batteries are clustered in the early months, with multiple incidents occurring within a few months of each other. Weapons violations emerge as a prominent crime type, particularly in the later months, while criminal damage also appears consistently throughout the timeline. Deceptive practices and thefts are noted in the latter part of the sequence, indicating a shift in the nature of incidents as time progresses. Overall, there is a noticeable increase in the diversity of crime types as the timeline advances. |
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] | [
9,
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"Battery",
"Sex Offense",
"Battery",
"Battery",
"Battery",
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"Assault",
"Assault",
"Assault",
"Battery",
"Deceptive Practice",
"Weapons Violation",
"Theft",
"Assault",
"Battery",
"Assault",
"Battery",
"Battery",
"Battery",
"Assault",
"Assault",
"Battery"
] | The sequence of crime incidents shows a notable clustering of assaults and batteries, particularly in the later months, with multiple occurrences of these types in close succession. Initially, incidents such as theft and other offenses appear early in the timeline, but as time progresses, there is a marked increase in battery incidents. Additionally, assaults also become more frequent in the latter part of the sequence, indicating a trend towards more violent crimes over time. Other crime types, such as motor vehicle theft and deceptive practices, appear sporadically throughout the timeline but do not cluster in the same manner as assaults and batteries. |
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Chicago Crime Description Dataset
This dataset contains reported crime incidents in Chicago from January 1, 2022, to December 31, 2023. It includes 4,033 sequences with 202,333 events across 20 crime types. The data is sourced from the Chicago Data Portal under the Terms of Use. The detailed data preprocessing steps used to create this dataset can be found in the TPP-LLM paper and TPP-LLM-Embedding paper.
If you find this dataset useful, we kindly invite you to cite the following papers:
@article{liu2024tppllmm,
title={TPP-LLM: Modeling Temporal Point Processes by Efficiently Fine-Tuning Large Language Models},
author={Liu, Zefang and Quan, Yinzhu},
journal={arXiv preprint arXiv:2410.02062},
year={2024}
}
@article{liu2024efficient,
title={Efficient Retrieval of Temporal Event Sequences from Textual Descriptions},
author={Liu, Zefang and Quan, Yinzhu},
journal={arXiv preprint arXiv:2410.14043},
year={2024}
}
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