Modules and Connection to MongoDb


In [94]:
from pymongo import MongoClient
import time
import pandas as pd
import numpy as np
import seaborn as sns
import matplotlib.pyplot as plt
from matplotlib.pyplot import *
import datetime as dt
import random as rnd
import warnings
import datetime as dt
import csv
%matplotlib inline

warnings.filterwarnings(action="ignore")
Client = MongoClient("mongodb://bridges:readonly@nbi-mongo.admin/bridge")
db = Client.bridge
collection = db["bridges"]

Extraction of Data from MongoDB and Creating DataFrame


In [2]:
years = [1992,1993,1994,1995,1996,1997,1998,1999,2000,2001,2002,2003,
        2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016]

## convert following list to 
#states = ['25','04','08','38','09','19', '26', '48','35', '17', '51', 
#          '23','16', '36','56','29', '39','28','11', '21', '18','06','47','12',
#          '24','34','46','13','55','30','54','15', '32', '37','10','33','44',
#          '50', '42','05','20','45','22','40','72','41','53', '01', '31','02','49']

states = ['31']
masterdec = []
for yr in years:
    for state in states:
        #print(state + str(year))
        pipeline = [{"$match":{"$and":[{"year":yr},{"stateCode":state}]}},
                    {"$project":{"_id":0,
                         "year":1,
                         "stateCode":1,        
                         "structureNumber":1,
                         "yearBuilt":1,
                         "yearReconstructed":1,
                         "deck":1,
                         "substructure":1, ## rating of substructure
                         "superstructure":1, ## rating of superstructure
                         }}]
        dec = collection.aggregate(pipeline)
        for i in list(dec):
            masterdec.append(i)
        #masterdec.append(list(dec))
conditionRatings = pd.DataFrame(masterdec)

First five rows from the dataframe


In [3]:
conditionRatings.head()


Out[3]:
deck stateCode structureNumber substructure superstructure year yearBuilt yearReconstructed
0 6 31 C000100305 5 7 1992 1935 0
1 7 31 C000100305P 7 7 1992 1935 0
2 5 31 C000100405 7 7 1992 1925 0
3 8 31 C000100505P 8 7 1992 1974 0
4 7 31 C000100905 7 7 1992 1962 0

Data filterxation

  1. Deck, Substructure, Superstructure - survery record with 'N', 'NA' are removed

In [4]:
before = len(conditionRatings)
print("Total Records before filteration: ",len(conditionRatings))
conditionRatings = conditionRatings.loc[~conditionRatings['deck'].isin(['N','NA'])]
conditionRatings = conditionRatings.loc[~conditionRatings['substructure'].isin(['N','NA'])]
conditionRatings = conditionRatings.loc[~conditionRatings['superstructure'].isin(['N','NA'])]
after = len(conditionRatings)
print("Total Records after filteration: ",len(conditionRatings))
print("Difference: ", before - after)


Total Records before filteration:  400539
Total Records after filteration:  313006
Difference:  87533

Data Exploration

The following attributes are explored in futher detail:

  1. Year reconstructed
  2. Deck condition, Substructure condition and Superstructure condition

1. Year reconstructed

List of years in which bridges went under reconstruction

Note: The list contains 0 and -1 , these values indicate that year of reconstruction was either recorded incorrectly or was absent


In [6]:
conditionRatings['yearReconstructed'].unique()


Out[6]:
array([   0, 1980, 1986, 1950, 1978, 1987, 1990, 1984, 1983, 1945, 1977,
       1975, 1970, 1929, 1973, 1989, 1972, 1974, 1968, 1988, 1976, 1966,
       1922, 1963, 1948, 1960, 1965, 1928, 1991, 1979, 1981, 1953, 1985,
       1949, 1982, 1971, 1969, 1967, 1954, 1962, 1925, 1939, 1952, 1926,
       1943, 1951, 1940, 1947, 1964, 1961, 1959, 1942, 1957, 1958, 1956,
       1955, 1992, 1933, 1938, 1935, 1937, 1944, 1941, 1904, 1993, 1994,
       1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005,
       2007, 2006, 2008, 2009, 2010, 2011, 2012,   -1, 2013, 2014, 2015])

Number of bridges with valid year recorded for year reconstructed.


In [21]:
yrCR = conditionRatings.loc[~conditionRatings['yearReconstructed'].isin([0,-1])]
len(yrCR)


Out[21]:
44964

In [22]:
yrCR = yrCR.groupby('yearReconstructed').agg(["count"])

In [36]:
column = ['deck','stateCode','structureNumber','substructure','superstructure','year','yearBuilt']
yrCR.columns = column
yrCR.sort_values(by='deck',ascending = False)['structureNumber'][:15]


Out[36]:
yearReconstructed
1985    1861
1991    1724
1989    1722
1975    1641
1983    1598
1990    1589
1981    1579
1992    1529
1982    1489
1970    1379
1980    1376
1978    1361
1984    1262
1979    1261
1987    1226
Name: structureNumber, dtype: int64

2. Deck, Substructure, and Supertructure

  1. Finding mean time interval before any intervention, Intervention can be described as Repair, Reconstruction, or Rehabilitation.

Construction of dictionary consisting of 'structureNumber' as key and a list of condition rating of that particular bridge component as value. This construction of dictionary is carried for all the bridge components such as Deck, Substructure and Superstructure.


In [37]:
deckCondition = {k: g["deck"].tolist() for k,g in conditionRatings.groupby("structureNumber")}
substructureCondition = {k: g["substructure"].tolist() for k,g in conditionRatings.groupby("structureNumber")}
superstructureCondition = {k: g["superstructure"].tolist() for k,g in conditionRatings.groupby("structureNumber")}

we have a set of three dictionary for substructure, superstructure and deck of all the bridges from 1992 - 2016. Following is the example for a dictionary explained previously.


In [38]:
deckCondition


Out[38]:
{'00000000000A048': ['7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '5',
  '5',
  '5'],
 '00000000000A100': ['8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '7',
  '7',
  '7'],
 '00000000000A106': ['8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '7',
  '7',
  '7'],
 '00000000000A107': ['8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '7',
  '7',
  '7'],
 '00000000000A113': ['8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7'],
 '00000000000A126': ['9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '8',
  '8',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '6',
  '6',
  '6'],
 '00000000000A138': ['5', '5', '5', '5', '5', '5', '5', '5', '5'],
 '00000000000B309': ['6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5'],
 '00000000000B314': ['8',
  '8',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7'],
 '020701000001246': ['7', '7', '7', '7', '7', '7'],
 '020701000003001': ['7',
  '5',
  '5',
  '6',
  '6',
  '6',
  '6',
  '5',
  '5',
  '7',
  '7',
  '7',
  '7',
  '7'],
 '3000': ['7', '7'],
 '6710001S0000000': ['7', '7', '7'],
 'C000100305': ['6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '8',
  '8',
  '8',
  '8',
  '8',
  '6',
  '6',
  '6',
  '6',
  '5',
  '5'],
 'C000100305P': ['7',
  '7',
  '7',
  '7',
  '7',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5'],
 'C000100405': ['5', '5', '5', '5', '5', '5', '5', '5'],
 'C000100505P': ['8',
  '8',
  '8',
  '8',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '7',
  '7',
  '7'],
 'C000100905': ['7',
  '7',
  '7',
  '7',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '7',
  '7',
  '7'],
 'C000100910': ['7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7'],
 'C000101004': ['9',
  '9',
  '9',
  '8',
  '8',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '5',
  '5',
  '8',
  '8'],
 'C000101005': ['9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7'],
 'C000101010': ['9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7'],
 'C000101105': ['6', '6', '5', '5', '5', '5', '5', '5', '5', '7', '7'],
 'C000101205': ['7',
  '7',
  '7',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7'],
 'C000101210': ['8',
  '8',
  '8',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '0',
  '0',
  '0',
  '0'],
 'C000101215': ['8',
  '7',
  '7',
  '7',
  '7',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '7',
  '7',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '7',
  '7',
  '7',
  '7'],
 'C000101220': ['6',
  '6',
  '6',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5'],
 'C000101305': ['5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5'],
 'C000101310': ['6', '6', '6', '6', '1', '1'],
 'C000101315': ['6',
  '6',
  '5',
  '5',
  '5',
  '5',
  '4',
  '4',
  '8',
  '8',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9'],
 'C000101320': ['8',
  '8',
  '8',
  '8',
  '7',
  '7',
  '7',
  '7',
  '6',
  '6',
  '6',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '7',
  '7'],
 'C000101405': ['7',
  '7',
  '7',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5'],
 'C000101410': ['6',
  '5',
  '5',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '7',
  '7',
  '7',
  '5',
  '5',
  '5',
  '5',
  '6',
  '6',
  '6'],
 'C000101415': ['4',
  '4',
  '4',
  '4',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5'],
 'C000101417': ['9', '9', '9', '9', '9'],
 'C000101420': ['7',
  '7',
  '7',
  '7',
  '7',
  '8',
  '8',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '5',
  '5',
  '5',
  '5',
  '6',
  '6',
  '6',
  '6'],
 'C000101430': ['5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '9',
  '9',
  '8',
  '8',
  '7',
  '7',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8'],
 'C000101435': ['5',
  '7',
  '7',
  '6',
  '6',
  '7',
  '7',
  '7',
  '7',
  '5',
  '5',
  '7',
  '7',
  '6',
  '6',
  '6',
  '6',
  '5',
  '5',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9'],
 'C000101505': ['7',
  '7',
  '7',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '9',
  '9',
  '9',
  '9',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8'],
 'C000101510': ['8',
  '7',
  '7',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5'],
 'C000101605': ['7', '5', '5', '5', '5', '5', '5'],
 'C000101605P': ['9',
  '9',
  '8',
  '8',
  '7',
  '7',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '8',
  '8',
  '7',
  '7',
  '7',
  '5'],
 'C000101610': ['7',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '5',
  '5',
  '7',
  '7',
  '7',
  '0',
  '0',
  '0',
  '0',
  '0'],
 'C000101615': ['7',
  '7',
  '7',
  '7',
  '7',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5'],
 'C000101705': ['6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '5',
  '5',
  '5',
  '4',
  '4',
  '4',
  '4',
  '4',
  '4',
  '5'],
 'C000101710': ['6',
  '6',
  '6',
  '6',
  '5',
  '5',
  '5',
  '5',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '5',
  '5',
  '5',
  '4',
  '4',
  '4',
  '4',
  '8',
  '8',
  '8'],
 'C000101715': ['5',
  '5',
  '7',
  '7',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '7',
  '7',
  '7',
  '7',
  '6',
  '6',
  '6',
  '6',
  '6',
  '5',
  '5',
  '5',
  '8',
  '8',
  '8'],
 'C000101720': ['9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8'],
 'C000101725': ['8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '7',
  '7',
  '7',
  '7',
  '7',
  '5',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '7',
  '7',
  '7'],
 'C000101805': ['5',
  '5',
  '5',
  '5',
  '6',
  '6',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5'],
 'C000101810': ['8',
  '8',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '6',
  '6',
  '6',
  '6',
  '7',
  '7',
  '7',
  '7',
  '6',
  '5',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9'],
 'C000101820': ['8',
  '8',
  '8',
  '8',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6'],
 'C000101903': ['9', '9', '9', '9', '9', '9', '9'],
 'C000101905': ['8',
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  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7',
  '7'],
 'C001042815': ['6',
  '6',
  '6',
  '6',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '8',
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  '8',
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  '5',
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  '5',
  '5',
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  '5',
  '5',
  '5',
  '5',
  '5'],
 'C001043135': ['6',
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  '9',
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  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
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  '5',
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  '5',
  '5',
  '5',
  '5'],
 'C001043210': ['8',
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  '8',
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  '8',
  '8',
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  '8',
  '8',
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  '8',
  '8',
  '8',
  '8',
  '8',
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  '8',
  '8',
  '8',
  '8',
  '8'],
 'C001043215': ['8',
  '8',
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  '8',
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  '8',
  '8',
  '8',
  '8',
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  '8',
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  '8',
  '8',
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  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8'],
 'C001043635': ['9', '5', '5', '5'],
 'C001043640': ['8', '8', '8', '8', '8', '8'],
 'C001043840': ['8', '8', '8', '8'],
 'C001044215': ['8',
  '8',
  '8',
  '9',
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  '5',
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  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5'],
 'C001044220': ['6',
  '4',
  '4',
  '4',
  '4',
  '4',
  '4',
  '9',
  '9',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5'],
 'C001044615': ['8', '8', '8', '7', '7', '7', '7', '7', '7'],
 'C001044620': ['7',
  '6',
  '6',
  '6',
  '6',
  '7',
  '7',
  '6',
  '6',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '9',
  '8',
  '8'],
 'C001044715': ['5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '6',
  '9',
  '9'],
 'C001044810': ['7',
  '7',
  '7',
  '9',
  '9',
  '9',
  '9',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5'],
 'C001051030': ['8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '8',
  '7',
  '7',
  '7',
  '9',
  '9',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5'],
 'C001051210': ['8',
  '8',
  '8',
  '9',
  '9',
  '9',
  '9',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5',
  '5'],
 ...}

Dividing the time interval of deterioration on basis of suspected intervention. if the deterioration of condition rating is abruptly interfered by sudden increase in condition rating, we will consider a possible case of intervention (Repair, Reconstruction and Repair) and hence the time interval will be divided at the point of intervention, which is considered as splitting point, and second interval will be calculated from next point.

A sudden increase of two or more condition rating is considered as possible intervention. Since, An increase in condition rating of 1 is not considered a possible intervention as the rating is given by inspectors which could be subjective.

The Following function will split all possible intervals and then return a list of condition rating and return number of intervals.


In [43]:
def findAllIntervals(lst):
    fList = []
    temp = []
    i = 0
    j = 1
    for k in lst:
        if j == len(lst):
            temp.append(int(lst[i]))
            fList.append(temp)
            return (fList,len(fList))
        if lst[i] == lst[j]:
            pass
        temp.append(int(lst[i]))
        if lst[i] < lst[j]:
            diff = int(lst[j]) - int(lst[i])
            if diff > 1:
               #break
               fList.append(temp)
               temp = []
            pass
        i = i + 1
        j = j + 1

Calculating the mean time interval for first and second time interval for Deck


In [82]:
deckIntervals = []
deckIntervalSize = []
for i in deckCondition.values():
    lst, size = findAllIntervals(i)
    deckIntervalSize.append(size)
    deckIntervals.append(lst)
        
#
from collections import Counter
keys =list(Counter(deckIntervalSize).keys())
values =list(Counter(deckIntervalSize).values())

In [95]:
plt.figure(figsize=(10,8))
plt.bar(keys,values)
plt.xlabel("No. of Intervals")
plt.ylabel("No. of Records")
plt.title("No. of Records vs No. of Intervals")
plt.show()



In [89]:
## Filter records with only two or more interval
deckIntervalGt2 = []
for index in range(0,len(deckIntervalSize)-1,1):
    if deckIntervalSize[index] > 1:
        deckIntervalGt2.append(deckIntervals[index])

In [102]:
first_interval = []
second_interval = []
for intervals in deckIntervalGt2:
    first_interval.append(len(intervals[0]))
    second_interval.append(len(intervals[1]))
print("Mean of the first time intervals :", np.mean(first_interval))
print("Mean of the second time intervals :", np.mean(second_interval))


Mean of the first time intervals : 10.3090299602
Mean of the second time intervals : 12.8510370836

As opposed to the hypothesis the mean time for second interval is greater than first time interval for deck. but not all intervals start from rating 9 and we might not consider that some of the bridges might have be reconstructed before 1992

Calculation of first condition rating of the first time interval and second time intervals.


In [106]:
avgStartOfFirstInterval = []
avgStartOfSecondInterval = []
for intervals in deckIntervalGt2:
    avgStartOfFirstInterval.append(intervals[0][0])
    avgStartOfSecondInterval.append(intervals[1][0])
print("Mean of the first condition rating of first time intervals :", np.mean(avgStartOfFirstInterval))
print("Mean of the first condition rating of second time intervals :", np.mean(avgStartOfSecondInterval))


Mean of the first condition rating of first time intervals : 5.98805782527
Mean of the first condition rating of second time intervals : 8.11565053426

Calculating the mean time interval for first and second time interval for Superstructure


In [115]:
superstructureIntervals = []
superstructureIntervalSize = []
for i in superstructureCondition.values():
    lst, size = findAllIntervals(i)
    superstructureIntervalSize.append(size)
    superstructureIntervals.append(lst)
        
#
from collections import Counter
keys_superstructure =list(Counter(superstructureIntervalSize).keys())
values_superstructure =list(Counter(superstructureIntervalSize).values())

In [135]:
plt.figure(figsize=(10,8))
plt.bar(keys_superstructure,values_superstructure)
plt.xlabel("No. of Intervals")
plt.ylabel("No. of Records")
plt.xticks([1,2,3,4,5])
plt.title("No. of Records vs No. of Intervals")
plt.show()



In [118]:
## Filter records with only two or more interval
superstructureIntervalGt2 = []
for index in range(0,len(superstructureIntervalSize)-1,1):
    if superstructureIntervalSize[index] > 1:
        superstructureIntervalGt2.append(superstructureIntervals[index])

In [122]:
superstructureFirstInterval = []
superstructureSecondInterval = []
for intervals in superstructureIntervalGt2:
    superstructureFirstInterval.append(len(intervals[0]))
    superstructureSecondInterval.append(len(intervals[1]))
print("Mean of the first time intervals :", np.mean(superstructureFirstInterval))
print("Mean of the second time intervals :", np.mean(superstructureSecondInterval))


Mean of the first time intervals : 10.0635727908
Mean of the second time intervals : 14.048315321

As opposed to the hypothesis the mean time for second interval is greater than first time interval for superstructure.


In [124]:
avgStartOfFirstInterval_sp = []
avgStartOfSecondInterval_sp = []
for intervals in superstructureIntervalGt2:
    avgStartOfFirstInterval_sp.append(intervals[0][0])
    avgStartOfSecondInterval_sp.append(intervals[1][0])
print("Mean of the first condition rating of first time intervals :", np.mean(avgStartOfFirstInterval_sp))
print("Mean of the first condition rating of second time intervals :", np.mean(avgStartOfSecondInterval_sp))


Mean of the first condition rating of first time intervals : 5.74221233312
Mean of the first condition rating of second time intervals : 8.3757151939

Calculating the mean time interval for first and second time interval for Substructure


In [125]:
substructureIntervals = []
substructureIntervalSize = []
for i in substructureCondition.values():
    lst, size = findAllIntervals(i)
    substructureIntervalSize.append(size)
    substructureIntervals.append(lst)
        
#
from collections import Counter
keys_substructure =list(Counter(substructureIntervalSize).keys())
values_substructure =list(Counter(substructureIntervalSize).values())

In [134]:
plt.figure(figsize=(10,8))
plt.bar(keys_substructure,values_substructure)
plt.xlabel("No. of Intervals")
plt.ylabel("No. of Records")
plt.xticks([1,2,3,4,5])
plt.title("No. of Records vs No. of Intervals")
plt.show()



In [126]:
## Filter records with only two or more interval
substructureIntervalGt2 = []
for index in range(0,len(substructureIntervalSize)-1,1):
    if substructureIntervalSize[index] > 1:
        substructureIntervalGt2.append(substructureIntervals[index])

In [128]:
substructureFirstInterval = []
substructureSecondInterval = []
for intervals in substructureIntervalGt2:
    substructureFirstInterval.append(len(intervals[0]))
    substructureSecondInterval.append(len(intervals[1]))
print("Mean of the first time intervals :", np.mean(substructureFirstInterval))
print("Mean of the second time intervals :", np.mean(substructureSecondInterval))


Mean of the first time intervals : 10.7124018838
Mean of the second time intervals : 13.4810047096

In [129]:
avgStartOfFirstInterval_sb = []
avgStartOfSecondInterval_sb = []
for intervals in substructureIntervalGt2:
    avgStartOfFirstInterval_sb.append(intervals[0][0])
    avgStartOfSecondInterval_sb.append(intervals[1][0])
print("Mean of the first condition rating of first time intervals :", np.mean(avgStartOfFirstInterval_sb))
print("Mean of the first condition rating of second time intervals :", np.mean(avgStartOfSecondInterval_sb))


Mean of the first condition rating of first time intervals : 5.57425431711
Mean of the first condition rating of second time intervals : 8.1808477237

Consideration:

  1. We might consider bridges built only after 1992 to get an unbaised mean years of first time interval.

In [130]:
CR1992 = conditionRatings.loc[conditionRatings['yearBuilt'] >=1992] 
CR1992.head()


Out[130]:
deck stateCode structureNumber substructure superstructure year yearBuilt yearReconstructed
815 6 31 C001006525 6 5 1992 1992 0
16372 9 31 C000114615 9 9 1993 1992 0
16387 9 31 C000123630 9 9 1993 1992 0
16817 9 31 C000809505 9 9 1993 1992 0
16945 9 31 C001002705 9 9 1993 1992 0

Superstructure built after 1992


In [131]:
deckCondition_1992 = {k: g["deck"].tolist() for k,g in CR1992.groupby("structureNumber")}
substructureCondition_1992 = {k: g["substructure"].tolist() for k,g in CR1992.groupby("structureNumber")}
superstructureCondition_1992 = {k: g["superstructure"].tolist() for k,g in CR1992.groupby("structureNumber")}

In [136]:
deckIntervals_1992 = []
deckIntervalSize_1992 = []
for i in deckCondition_1992.values():
    lst, size = findAllIntervals(i)
    deckIntervalSize_1992.append(size)
    deckIntervals_1992.append(lst)
        
#
from collections import Counter
keys_d1992 =list(Counter(deckIntervalSize_1992).keys())
values_d1992 =list(Counter(deckIntervalSize_1992).values())

plt.figure(figsize=(10,8))
plt.bar(keys_d1992,values_d1992)
plt.xlabel("No. of Intervals")
plt.ylabel("No. of Records")
plt.xticks([1,2,3,4,5])
plt.title("No. of Records vs No. of Intervals")
plt.show()



In [138]:
## Filter records with only two or more interval
deckIntervalGt2_1992 = []
for index in range(0,len(deckIntervalSize_1992)-1,1):
    if deckIntervalSize_1992[index] > 1:
        deckIntervalGt2_1992.append(deckIntervals_1992[index])
        
deckFirstInterval_1992 = []
deckSecondInterval_1992 = []
for intervals in deckIntervalGt2_1992:
    deckFirstInterval_1992.append(len(intervals[0]))
    deckSecondInterval_1992.append(len(intervals[1]))
print("Mean of the first time intervals :", np.mean(deckFirstInterval_1992))
print("Mean of the second time intervals :", np.mean(deckSecondInterval_1992))
print()
avgStartOfFirstInterval_1992 = []
avgStartOfSecondInterval_1992 = []
for intervals in deckIntervalGt2_1992:
    avgStartOfFirstInterval_1992.append(intervals[0][0])
    avgStartOfSecondInterval_1992.append(intervals[1][0])
print("Mean of the first condition rating of first time intervals :", np.mean(avgStartOfFirstInterval_1992))
print("Mean of the first condition rating of second time intervals :", np.mean(avgStartOfSecondInterval_1992))


Mean of the first time intervals : 9.10869565217
Mean of the second time intervals : 7.88768115942

Mean of the first condition rating of first time intervals : 8.36231884058
Mean of the first condition rating of second time intervals : 8.03260869565

Superstructure built after 1992


In [140]:
superstructureIntervals_1992 = []
superstructureIntervalSize_1992 = []
for i in superstructureCondition_1992.values():
    lst, size = findAllIntervals(i)
    superstructureIntervalSize_1992.append(size)
    superstructureIntervals_1992.append(lst)
        
#
from collections import Counter
keys_sp1992 =list(Counter(superstructureIntervalSize_1992).keys())
values_sp1992 =list(Counter(superstructureIntervalSize_1992).values())

plt.figure(figsize=(10,8))
plt.bar(keys_sp1992,values_sp1992)
plt.xlabel("No. of Intervals")
plt.ylabel("No. of Records")
plt.xticks([1,2,3,4,5])
plt.title("No. of Records vs No. of Intervals")
plt.show()



In [144]:
superstructureIntervalGt2_1992 = []
for index in range(0,len(superstructureIntervalSize_1992)-1,1):
    if superstructureIntervalSize_1992[index] > 1:
        superstructureIntervalGt2_1992.append(superstructureIntervals_1992[index])
        
superstructureFirstInterval_1992 = []
superstructureSecondInterval_1992 = []
for intervals in superstructureIntervalGt2_1992:
    superstructureFirstInterval_1992.append(len(intervals[0]))
    superstructureSecondInterval_1992.append(len(intervals[1]))
print("Mean of the first time intervals :", np.mean(superstructureFirstInterval_1992))
print("Mean of the second time intervals :", np.mean(superstructureSecondInterval_1992))
print()

avgStartOfFirstInterval_sp_1992 = []
avgStartOfSecondInterval_sp_1992 = []
for intervals in superstructureIntervalGt2_1992:
    avgStartOfFirstInterval_sp_1992.append(intervals[0][0])
    avgStartOfSecondInterval_sp_1992.append(intervals[1][0])
print("Mean of the first condition rating of first time intervals :", np.mean(avgStartOfFirstInterval_sp_1992))
print("Mean of the first condition rating of second time intervals :", np.mean(avgStartOfSecondInterval_sp_1992))


Mean of the first time intervals : 4.8
Mean of the second time intervals : 9.95

Mean of the first condition rating of first time intervals : 6.78333333333
Mean of the first condition rating of second time intervals : 8.43333333333

Substructure built after 1992


In [145]:
substructureIntervals_1992 = []
substructureIntervalSize_1992 = []
for i in substructureCondition_1992.values():
    lst, size = findAllIntervals(i)
    substructureIntervalSize_1992.append(size)
    substructureIntervals_1992.append(lst)
        
#
from collections import Counter
keys_sb1992 =list(Counter(substructureIntervalSize_1992).keys())
values_sb1992 =list(Counter(substructureIntervalSize_1992).values())

plt.figure(figsize=(10,8))
plt.bar(keys_sb1992,values_sb1992)
plt.xlabel("No. of Intervals")
plt.ylabel("No. of Records")
plt.xticks([1,2,3,4,5])
plt.title("No. of Records vs No. of Intervals")
plt.show()



In [146]:
substructureIntervalGt2_1992 = []
for index in range(0,len(substructureIntervalSize_1992)-1,1):
    if substructureIntervalSize_1992[index] > 1:
        substructureIntervalGt2_1992.append(substructureIntervals_1992[index])
        
substructureFirstInterval_1992 = []
substructureSecondInterval_1992 = []
for intervals in substructureIntervalGt2_1992:
    substructureFirstInterval_1992.append(len(intervals[0]))
    substructureSecondInterval_1992.append(len(intervals[1]))
print("Mean of the first time intervals :", np.mean(substructureFirstInterval_1992))
print("Mean of the second time intervals :", np.mean(substructureSecondInterval_1992))
print()

avgStartOfFirstInterval_sb_1992 = []
avgStartOfSecondInterval_sb_1992 = []
for intervals in substructureIntervalGt2_1992:
    avgStartOfFirstInterval_sb_1992.append(intervals[0][0])
    avgStartOfSecondInterval_sb_1992.append(intervals[1][0])
print("Mean of the first condition rating of first time intervals :", np.mean(avgStartOfFirstInterval_sb_1992))
print("Mean of the first condition rating of second time intervals :", np.mean(avgStartOfSecondInterval_sb_1992))


Mean of the first time intervals : 4.69117647059
Mean of the second time intervals : 8.54411764706

Mean of the first condition rating of first time intervals : 6.58823529412
Mean of the first condition rating of second time intervals : 8.39705882353

In [147]:
## Consider creating a deterioration model and curves

In [ ]: