Data Files

(click on files for details)
Description
Schema
Overall Validation Status: ERROR
  • Locate Data: SUCCESS
    • Sucessfully Located Data File: data/titanic_first_class.csv
  • File Validation: SUCCESS
    • Schema File "schemas/titanic_schema.json" assigned to "data/titanic_first_class.csv"
  • Data Validation: ERROR
    • The cell "Female" in row at position "27" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "None" in row at position "32" and field "Age" at position "5" does not conform to a constraint: constraint "required" is "True"
    • The cell "M" in row at position "37" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Mrs. James Joseph (Margaret Tobin) Brown. From Wikipedia: Margaret Brown (née Tobin; July 18, 1867 – October 26, 1932), posthumously known as "The Unsinkable Molly Brown", was an American socialite and philanthropist. She was a passenger on the RMS Titanic which sank in 1912 and she unsuccessfully urged the crew in Lifeboat No. 6 to return to the debris field to look for survivors. During her lifetime, her friends called her "Maggie", but by her death, obituaries referred to her as the "Unsinkable Mrs. Brown". Gene Fowler referred to her as "Molly Brown" in his 1933 book Timberline. The following year, she was referred to as "The Unsinkable Mrs. Brown" and "Molly Brown" in newspapers. " in row at position "39" and field "Name" at position "3" does not conform to a constraint: constraint "maxLength" is "100"
    • The cell "Mrs. James Joseph (Margaret Tobin) Brown. From Wikipedia: Margaret Brown (née Tobin; July 18, 1867 – October 26, 1932), posthumously known as "The Unsinkable Molly Brown", was an American socialite and philanthropist. She was a passenger on the RMS Titanic which sank in 1912 and she unsuccessfully urged the crew in Lifeboat No. 6 to return to the debris field to look for survivors. During her lifetime, her friends called her "Maggie", but by her death, obituaries referred to her as the "Unsinkable Mrs. Brown". Gene Fowler referred to her as "Molly Brown" in his 1933 book Timberline. The following year, she was referred to as "The Unsinkable Mrs. Brown" and "Molly Brown" in newspapers. " in row at position "39" and field "Name" at position "3" does not conform to a constraint: constraint "pattern" is "^[A-Z][a-z]+\. (.*)$"
    • The cell "F" in row at position "42" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Female" in row at position "45" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Male" in row at position "48" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Female" in row at position "50" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Female" in row at position "54" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Female" in row at position "58" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Female" in row at position "72" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Female" in row at position "73" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Male" in row at position "77" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "3355.0" in row at position "81" and field "Fare" at position "8" does not conform to a constraint: constraint "maximum" is "1000"
    • The cell "Male" in row at position "99" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Male" in row at position "104" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Female" in row at position "106" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Male" in row at position "107" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Male" in row at position "111" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Female" in row at position "112" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "M" in row at position "114" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "M" in row at position "119" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "M" in row at position "126" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "M" in row at position "127" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Female" in row at position "129" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • Type error in the cell "unknown" in row "129" and field "Age" at position "5": type is "number/default"
    • The cell "Female" in row at position "130" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Male" in row at position "131" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "M" in row at position "134" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Male" in row at position "136" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Female" in row at position "138" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Female" in row at position "141" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "F" in row at position "143" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Male" in row at position "144" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Male" in row at position "146" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • Type error in the cell "10" in row "151" and field "Survived" at position "1": type is "boolean/default"
    • The cell "Male" in row at position "151" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Male" in row at position "154" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Male" in row at position "161" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "F" in row at position "171" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "F" in row at position "174" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Male" in row at position "176" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "None" in row at position "179" and field "Name" at position "3" does not conform to a constraint: constraint "required" is "True"
    • Row at position "184" has unique constraint violation in field "Name" at position "3": the same as in the row at position 57
    • The cell "-71.0" in row at position "185" and field "Fare" at position "8" does not conform to a constraint: constraint "minimum" is "0"
    • The cell "the Countess. of (Lucy Noel Martha Dyer-Edwards) Rothes" in row at position "187" and field "Name" at position "3" does not conform to a constraint: constraint "pattern" is "^[A-Z][a-z]+\. (.*)$"
    • The cell "F" in row at position "188" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Female" in row at position "189" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Female" in row at position "191" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "F" in row at position "201" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Female" in row at position "204" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
    • The cell "Washington Augustus Roebling, Mr." in row at position "212" and field "Name" at position "3" does not conform to a constraint: constraint "pattern" is "^[A-Z][a-z]+\. (.*)$"
    • The cell "Female" in row at position "216" and field "Sex" at position "4" does not conform to a constraint: constraint "enum" is "['male', 'female']"
  • Data Quality: WARNING
    • Column "Pclass" contains only one value
Schema: schemas/titanic_schema.json
File Description:
  • # of Fields: 8
  • # of Observations: 216

File Metadata:
  • Format: csv
  • Source: local
  • Last Modified: 2023-06-15T09:41:38.904023
  • File Size: 12528 bytes
Description
Schema
Overall Validation Status: ERROR
  • Locate Data: SUCCESS
    • Sucessfully Located Data File: data/titanic_second_class.csv
  • File Validation: SUCCESS
    • Schema File "schemas/titanic_schema.json" assigned to "data/titanic_second_class.csv"
  • Data Validation: ERROR
    • Type error in the cell "T" in row "2" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "3" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "4" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "5" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "6" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "7" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "8" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "9" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "10" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "11" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "12" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "13" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "14" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "15" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "16" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "17" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "18" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "19" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "20" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "21" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "22" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "23" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "24" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "25" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "26" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "27" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "28" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "29" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "30" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "31" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "32" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "33" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "34" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "35" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "36" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "37" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "38" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "39" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "40" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "41" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "42" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "43" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "44" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "45" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "46" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "47" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "48" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "49" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "50" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "51" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "52" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "53" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "54" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "55" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "56" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "57" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "58" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "59" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "60" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "61" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "62" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "63" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "64" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "65" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "66" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "67" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "68" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "69" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "70" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "71" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "72" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "73" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "74" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "75" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "76" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "77" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "78" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "79" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "80" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "81" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "82" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "83" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "84" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "85" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "86" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "87" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "88" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "89" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "90" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "91" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "92" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "93" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "94" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "95" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "96" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "97" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "F" in row "98" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "99" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "100" and field "Survived" at position "1": type is "boolean/default"
    • Type error in the cell "T" in row "101" and field "Survived" at position "1": type is "boolean/default"
  • Data Quality: WARNING
    • Column "Survived" has no values
    • Column "Pclass" contains only one value
Schema: schemas/titanic_schema.json
File Description:
  • # of Fields: 8
  • # of Observations: 184

File Metadata:
  • Format: csv
  • Source: local
  • Last Modified: 2023-06-15T09:41:38.904023
  • File Size: 9525 bytes
Description
Schema
Overall Validation Status: WARNING
  • Locate Data: SUCCESS
    • Sucessfully Located Data File: data/titanic_third_class.csv
  • File Validation: SUCCESS
    • Schema File "schemas/titanic_schema.json" assigned to "data/titanic_third_class.csv"
  • Data Validation: SUCCESS
    • Schema schemas/titanic_schema.json applied to data/titanic_third_class.csv without error
  • Data Quality: WARNING
    • Column "Pclass" contains only one value
Schema: schemas/titanic_schema.json
File Description:
  • # of Fields: 8
  • # of Observations: 487

File Metadata:
  • Format: csv
  • Source: local
  • Last Modified: 2023-06-15T09:41:38.905023
  • File Size: 24109 bytes

Schema Files

(click on files for details)
UKNOWN STATUS
Schema
UKNOWN STATUS Validation Status: {'Locate Data': 'SUCCESS'}


File Metadata:
  • Source: local
  • Last Modified: 2023-06-15T09:41:38
  • File Size: 1951 bytes